Simply Statistics

Universities Do Spend Indirect Costs on Research, And It’s Still Not Enough

Many, including prominent scientists, seem to misunderstand the true cost of biomedical research and the fact that universities subsidize it beyond what they receive from the NIH.

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Biologists, stop putting UMAP plots in your papers

UMAP is a powerful tool for exploratory data analysis, but without a clear understanding of how it works, it can easily lead to confusion and misinterpretation.

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Russell Shinohara is awarded the 2023 Mortimer Spiegelman Award

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The analyst is a random variable

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What is artificial intelligence? A three part definition

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Is Code the Best Way to Represent a Data Analysis?

Code is a useful representation of a data analysis for the purposes of transparency and opennness. But code alone is often insufficient for evaluating the quality of a data analysis and for determining why certain outputs differ from what was expected. Is there a better way to represent a data analysis that helps to resolve some of these questions?

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Narrative Failure in Data Analysis

A data analysis can fail if it doesn't present a coherent story and "close all the doors". Such a failure is not simply a problem with communication, but often indicates a problem with the details of the analysis itself.

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Thinking About Failure in Data Analysis

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Streamline - tidy data as a service

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The Four Jobs of the Data Scientist

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Palantir Shows Its Cards

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Asymptotics of Reproducibility

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Amplifying people I trust on COVID-19

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Is Artificial Intelligence Revolutionizing Environmental Health?

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You can replicate almost any plot with R

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So You Want to Start a Podcast

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The data deluge means no reasonable expectation of privacy - now what?

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More datasets for teaching data science: The expanded dslabs package

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Research quality data and research quality databases

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I co-founded a company! Meet Problem Forward Data Science

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Generative and Analytical Models for Data Analysis

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Tukey, Design Thinking, and Better Questions

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Interview with Abhi Datta

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10 things R can do that might surprise you

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Open letter to journal editors: dynamite plots must die

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Interview with Stephanie Hicks

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The Tentpoles of Data Science

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How Data Scientists Think - A Mini Case Study

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The Netflix Data War

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The Role of Theory in Data Analysis

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The role of academia in data science education

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Guest Post: Galin Jones on criteria for promotion and tenture in (bio)statistics departments

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The economic consequences of MOOCs

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Chromebook Data Science - a free online data science program for anyone with a web browser.

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The complex process of obtaining Puerto Rico mortality data: a timeline

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Divergent and Convergent Phases of Data Analysis

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Being at the Center

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Constructing a Data Analysis

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The Law and Order of Data Science

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The Trillion Dollar Question

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Why I Indent My Code 8 Spaces

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Partitioning the Variation in Data

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Teaching R to New Users - From tapply to the Tidyverse

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What Should be Done When Data Have Creators?

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Cultural Differences in Map Data Visualization

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Creativity in Data Analysis

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The Role of Resources in Data Analysis

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People vs. Institutions in Data Analysis

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An ode to King James

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Estimating mortality rates in Puerto Rico after hurricane María using newly released official death counts

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Trustworthy Data Analysis

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Context Compatibility in Data Analysis

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Awesome postdoc opportunities in computational genomics at JHU

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Rethinking Academic Data Sharing

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Software as an academic publication

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Relationships in Data Analysis

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What can we learn from data analysis failures?

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Process versus outcome productivity

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What is a Successful Data Analysis?

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Input on the Draft NIH Strategic Plan for Data Science

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What do Fahrenheit, comma separated files, and markdown have in common?

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Some datasets for teaching data science

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A non-comprehensive list of awesome things other people did in 2017

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Thoughts on David Donoho’s "Fifty Years of Data Science"

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How Do Machines Learn?

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Puerto Rico's governor wants recount of hurricane death toll

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Data Analysis and Engagement - Does Caring About the Analysis Matter?

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This is a brave post and everyone in statistics should read it

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Hurricane María official death count in conflict with mortality data

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Some roadblocks to the broad adoption of machine learning and AI

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A few things that would reduce stress around reproducibility/replicability in science

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Follow Up on Reasoning About Data

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Reasoning About Data

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How do you convince other people to use R?

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It Costs Money to Get It Right

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Creating an expository graph for a talk

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Recording Podcasts with a Remote Co-Host

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Editing Podcasts with Logic Pro X

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Specialization and Communication in Data Science

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Moon Shots Cost More Than You Think

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Deep Dive - Y. Ogata's Residual Analysis for Point Processes

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Data Science on a Chromebook

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Simple Queue Package for R

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Code for my educational gifs

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Announcing the tidypvals package

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My unfunded HHMI teaching professors proposal

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My Podcast Podroll

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Optimizing for User Experience

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The joy of no more violin plots

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The Machines Learn But We Don't

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Lowering the GWAS threshold would save millions of dollars

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The future of education is plain text

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papr - rate papers on biorxiv in a single swipe and help science!

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Toward tidy analysis

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The Past and Future of Data Analysis

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Data on the Comey Effect

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Will Machine Learning and AI Ever Solve the Last Mile?

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Some default and debt restructuring data

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Science really is non-partisan: facts and skepticism annoy everybody

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La matrícula, el costo del crédito y las huelgas en la UPR

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The Importance of Interactive Data Analysis for Data-Driven Discovery

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The levels of data science class

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When do we need interpretability?

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Model building with time series data

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Reproducibility and replicability is a glossy science now so watch out for the hype

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My Podcasting Setup

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Data Scientists Clashing at Hedge Funds

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Not So Standard Deviations Episode 32 - You Have to Reinvent the Wheel a Few Times

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Reproducible Research Needs Some Limiting Principles

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New class - Data App Prototyping for Public Health and Beyond

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User Experience and Value in Products

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Got a data app idea? Apply to get it prototyped by the JHU DSL!

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Interview with Al Sommer - Effort Report Episode 23

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Not So Standard Deviations Episode 30 - Philately and Numismatology

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Some things I've found help reduce my stress around science

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A non-comprehensive list of awesome things other people did in 2016

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The four eras of data

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Not So Standard Deviations Episode 28 - Writing is a lot Harder than Just Talking

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What is going on with math education in the US?

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Not So Standard Deviations Episode 27 - Special Guest Amelia McNamara

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Help choose the Leek group color palette

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Open letter to my lab: I am not "moving to Canada"

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Not all forecasters got it wrong: Nate Silver does it again (again)

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Data scientist on a chromebook take two

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Not So Standard Deviations Episode 25 - How Exactly Do You Pronounce SQL?

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Are Datasets the New Server Rooms?

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Distributed Masochism as a Pedagogical Model

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Not So Standard Deviations Episode 24 - 50 Minutes of Blathering

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Should I make a chatbot or a better FAQ?

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The Dangers of Weighting Up a Sample

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papr - it's like tinder, but for academic preprints

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Information and VC Investing

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Not So Standard Deviations Episode 23 - Special Guest Walt Hickey

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Statistical vitriol

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The Mystery of Palantir Continues

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Thinking like a statistician: this is not the election for progressives to vote third party

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Facebook and left censoring

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Mastering Software Development in R

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Not So Standard Deviations Episode 22 - Number 1 Side Project

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Interview With a Data Sucker

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A Short Guide for Students Interested in a Statistics PhD Program

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How to create a free distributed data collection "app" with R and Google Sheets

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Not So Standard Deviations Episode 21 - This Might be the Future!

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Interview with COPSS award winner Nicolai Meinshausen.

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A Simple Explanation for the Replication Crisis in Science

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A meta list of what to do at JSM 2016

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The relativity of raw data

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Not So Standard Deviations Episode 18 - Divide by n-1, or n-2, or Whatever

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Tuesday update

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Not So Standard Deviations Episode 18 - Back on Planet Earth

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A Year at Stack Overflow

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Tuesday Update

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Ultimate AI battle - Apple vs. Google

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Good list of good books

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Not So Standard Deviations Episode 17 - Diurnal High Variance

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Defining success - Four secrets of a successful data science experiment

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Sometimes the biggest challenge is applying what we already know

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Sometimes there's friction for a reason

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Not So Standard Deviations Episode 16 - The Silicon Valley Episode

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Update on Theranos

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What is software engineering for data science?

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Disseminating reproducible research is fundamentally a language and communication problem

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The Real Lesson for Data Science That is Demonstrated by Palantir's Struggles

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A means not an end - building a social media presence as a junior scientist

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Time Series Analysis in Biomedical Science - What You Really Need to Know

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Not So Standard Deviations Episode 15 - Spinning Up Logistics

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High school student builds interactive R class for the intimidated with the JHU DSL

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An update on Georgia Tech's MOOC-based CS degree

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Write papers like a modern scientist (use Overleaf or Google Docs + Paperpile)

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As a data analyst the best data repositories are the ones with the least features

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Junior scientists - you don't have to publish in open access journals to be an open scientist.

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A Natural Curiosity of How Things Work, Even If You're Not Responsible For Them

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Not So Standard Deviations Episode 13 - It's Good that Someone is Thinking About Us

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Companies are Countries, Academia is Europe

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New Feather Format for Data Frames

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How to create an AI startup - convince some humans to be your training set

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Not So Standard Deviations Episode 12 - The New Bayesian vs. Frequentist

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The future of biostatistics

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The Evolution of a Data Scientist

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Not So Standard Deviations Episode 11 - Start and Stop

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Not So Standard Deviations Episode 10 - It's All Counterexamples

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Preprints are great, but post publication peer review isn't ready for prime time

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Spreadsheets: The Original Analytics Dashboard

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Non-tidy data

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When it comes to science - its the economy stupid.

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Not So Standard Deviations Episode 9 - Spreadsheet Drama

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Why I don't use ggplot2

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Data handcuffs

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Leek group guide to reading scientific papers

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A menagerie of messed up data analyses and how to avoid them

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Exactly how risky is breathing?

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On research parasites and internet mobs - let's try to solve the real problem.

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Not So Standard Deviations Episode 8 - Snow Day

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Parallel BLAS in R

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Profile of Hilary Parker

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Not So Standard Deviations Episode 7 - Statistical Royalty

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Jeff, Roger and Brian Caffo are doing a Reddit AMA at 3pm EST Today

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A non-comprehensive list of awesome things other people did in 2015

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Not So Standard Deviations: Episode 6 - Google is the New Fisher

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Instead of research on reproducibility, just do reproducible research

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By opposing tracking well-meaning educators are hurting disadvantaged kids

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Not So Standard Deviations: Episode 5 - IRL Roger is Totally With It

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Thinking like a statistician: the importance of investigator-initiated grants

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A thanksgiving dplyr Rubik's cube puzzle for you

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20 years of Data Science: from Music to Genomics

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Some Links Related to Randomized Controlled Trials for Policymaking

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Given the history of medicine, why are randomized trials not used for social policy?

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So you are getting crushed on the internet? The new normal for academics.

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Prediction Markets for Science: What Problem Do They Solve?

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Biostatistics: It's not what you think it is

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Not So Standard Deviations: Episode 4 - A Gajillion Time Series

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How I decide when to trust an R package

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Faculty/postdoc job opportunities in genomics across Johns Hopkins

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The Statistics Identity Crisis: Am I a Data Scientist

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The statistics identity crisis: am I really a data scientist?

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Discussion of the Theranos Controversy with Elizabeth Matsui

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Not So Standard Deviations: Episode 3 - Gilmore Girls

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We need a statistically rigorous and scientifically meaningful definition of replication

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Theranos runs head first into the realities of diagnostic testing

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Minimal R Package Check List

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Profile of Data Scientist Shannon Cebron

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Not So Standard Deviations: Episode 2 - We Got it Under 40 Minutes

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A glass half full interpretation of the replicability of psychological science

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Apple Music's Moment of Truth

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We Used Data to Improve our HarvardX Courses: New Versions Start Oct 15

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Data Analysis for the Life Sciences - a book completely written in R markdown

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The Leek group guide to writing your first paper

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Not So Standard Deviations: The Podcast

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Interview with COPSS award Winner John Storey

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The Next National Library of Medicine Director Can Help Define the Future of Data Science

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Interview with Sherri Rose and Laura Hatfield

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If you ask different questions you get different answers - one more way science isn't broken it is just really hard

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P > 0.05? I can make any p-value statistically significant with adaptive FDR procedures

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Correlation is not a measure of reproducibility

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UCLA Statistics 2015 Commencement Address

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rafalib package now on CRAN

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Interested in analyzing images of brains? Get started with open access data.

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Statistical Theory is our "Write Once, Run Anywhere"

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Autonomous killing machines won't look like the Terminator...and that is why they are so scary

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Announcing the JHU Data Science Hackathon 2015

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stringsAsFactors: An unauthorized biography

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The statistics department Moneyball opportunity

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The Mozilla Fellowship for Science

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JHU, UMD researchers are getting a really big Big Data center

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The Massive Future of Statistics Education

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Looks like this R thing might be for real

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How Airbnb built a data science team

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How public relations and the media are distorting science

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Interview at Leanpub

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Johns Hopkins Data Science Specialization Captsone 2 Top Performers

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Batch effects are everywhere! Deflategate edition

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I'm a data scientist - mind if I do surgery on your heart?

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Interview with Class Central

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Interview with Chris Wiggins, chief data scientist at the New York Times

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Science is a calling and a career, here is a career planning guide for students and postdocs

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Is it species or is it batch? They are confounded, so we can't know

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Residual expertise - or why scientists are amateurs at most of science

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The tyranny of the idea in science

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Mendelian randomization inspires a randomized trial design for multiple drugs simultaneously

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Rafa's citations above replacement in statistics journals is crazy high.

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Figuring Out Learning Objectives the Hard Way

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Data analysis subcultures

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Genomics Case Studies Online Courses Start in Two Weeks (4/27)

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Why is there so much university administration? We kind of asked for it.

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A blessing of dimensionality often observed in high-dimensional data sets

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How to Get Ahead in Academia

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Why You Need to Study Statistics

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Teaser trailer for the Genomic Data Science Specialization on Coursera

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Introduction to Bioconductor HarvardX MOOC starts this Monday March 30

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A surprisingly tricky issue when using genomic signatures for personalized medicine

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A simple (and fair) way all statistics journals could drive up their impact factor.

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Data science done well looks easy - and that is a big problem for data scientists

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pi day special: How to use Bioconductor to find empirical evidence in support of pi being a normal number

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De-weaponizing reproducibility

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The elements of data analytic style - so much for a soft launch

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Advanced Statistics for the Life Sciences MOOC Launches Today

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Navigating Big Data Careers with a Statistics PhD

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Introduction to Linear Models and Matrix Algebra MOOC starts this Monday Feb 16

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Is Reproducibility as Effective as Disclosure? Let's Hope Not.

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The trouble with evaluating anything

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Early data on knowledge units - atoms of statistical education

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Johns Hopkins Data Science Specialization Top Performers

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Knowledge units - the atoms of statistical education

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Precision medicine may never be very precise - but it may be good for public health

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Reproducible Research Course Companion

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Data as an antidote to aggressive overconfidence

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Gorging ourselves on "free" health care: Harvard's dilemma

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If you were going to write a paper about the false discovery rate you should have done it in 2002

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How to find the science paper behind a headline when the link is missing

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Statistics and R for the Life Sciences: New HarvardX course starts January 19

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Beast mode parenting as shown by my Fitbit data

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Sunday data/statistics link roundup (1/4/15)

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Ugh ... so close to one million page views for 2014

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On how meetings and conference calls are disruptive to a data scientist

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Sunday data/statistics link roundup (12/21/14)

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Interview with Emily Oster

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Repost: Statistical illiteracy may lead to parents panicking about Autism

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A non-comprehensive list of awesome things other people did in 2014

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Sunday data/statistics link roundup (12/14/14)

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Kobe, data says stop blaming your teammates

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Genéticamente, no hay tal cosa como la raza puertorriqueña

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Sunday data/statistics link roundup (12/7/14)

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Interview with Cole Trapnell of UW Genome Sciences

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Repost: A deterministic statistical machine

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Thinking Like a Statistician: Social Media and the ‘Spiral of Silence’

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HarvardX Biomedical Data Science Open Online Training Curriculum launches on January 19

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Data Science Students Predict the Midterm Election Results

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Sunday data/statistics link roundup (11/9/14)

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Time varying causality in n=1 experiments with applications to newborn care

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538 election forecasts made simple

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Sunday data/statistics link roundup (11/2/14)

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Why I support statisticians and their resistance to hype

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Return of the sunday links! (10/26/14)

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An interactive visualization to teach about the curse of dimensionality

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Vote on simply statistics new logo design

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Thinking like a statistician: don't judge a society by its internet comments

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Bayes Rule in an animated gif

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Creating the field of evidence based data analysis - do people know what a p-value looks like?

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Dear Laboratory Scientists: Welcome to My World

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I declare the Bayesian vs. Frequentist debate over for data scientists

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Data science can't be point and click

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The Leek group guide to genomics papers

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An economic model for peer review

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The Drake index for academics

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You think P-values are bad? I say show me the data.

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Unbundling the educational package

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Applied Statisticians: people want to learn what we do. Let's teach them.

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A non-comprehensive list of awesome female data people on Twitter

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Why the three biggest positive contributions to reproducible research are the iPython Notebook, knitr, and Galaxy

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A (very) brief review of published human subjects research conducted with social media companies

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SwiftKey and Johns Hopkins partner for Data Science Specialization Capstone

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Interview with COPSS Award winner Martin Wainwright

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Crowdsourcing resources for the Johns Hopkins Data Science Specialization

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swirl and the little data scientist's predicament

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The Leek group guide to giving talks

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Stop saying "Scientists discover..." instead say, "Prof. Doe's team discovers..."

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It's like Tinder, but for peer review.

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If you like A/B testing here are some other Biostatistics ideas you may like

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Do we need institutional review boards for human subjects research conducted by big web companies?

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Introducing people to R: 14 years and counting

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Academic statisticians: there is no shame in developing statistical solutions that solve just one problem

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Jan de Leeuw owns the Internet

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Piketty in R markdown - we need some help from the crowd

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Privacy as a function of sample size

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New book on implementing reproducible research

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The difference between data hype and data hope

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Heads up if you are going to submit to the Journal of the National Cancer Institute

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The future of academic publishing is here, it just isn't evenly distributed

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What I do when I get a new data set as told through tweets

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The Real Reason Reproducible Research is Important

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Post-Piketty Lessons

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The Big in Big Data relates to importance not size

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10 things statistics taught us about big data analysis

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Why big data is in trouble: they forgot about applied statistics

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JHU Data Science: More is More

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Confession: I sometimes enjoy reading the fake journal/conference spam

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Picking a (bio)statistics thesis topic for real world impact and transferable skills

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Correlation does not imply causation (parental involvement edition)

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The #rOpenSci hackathon #ropenhack

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Writing good software can have more impact than publishing in high impact journals for genomic statisticians

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This is how an important scientific debate is being used to stop EPA regulation

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Data Analysis for Genomics edX Course

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A non-comprehensive comparison of prominent data science programs on cost and frequency.

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The fact that data analysts base their conclusions on data does not mean they ignore experts

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The 80/20 rule of statistical methods development

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The time traveler's challenge.

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ENAR is in Baltimore - Here's What To Do

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How to use Bioconductor to find empirical evidence in support of pi being a normal number

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Oh no, the Leekasso....

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Per capita GDP versus years since women received right to vote

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PLoS One, I have an idea for what to do with all your profits: buy hard drives

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Data Science is Hard, But So is Talking

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Here's why the scientific publishing system can never be "fixed"

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Why do we love R so much?

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k-means clustering in a GIF

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Repost: Ronald Fisher is one of the few scientists with a legit claim to most influential scientist ever

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On the scalability of statistical procedures: why the p-value bashers just don't get it.

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loess explained in a GIF

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Monday data/statistics link roundup (2/10/14)

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Just a thought on peer reviewing - I can't help myself.

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My Online Course Development Workflow

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The three tables for genomics collaborations

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Not teaching computing and statistics in our public schools will make upward mobility even harder

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Marie Curie says stop hating on quilt plots already.

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Announcing the Release of swirl 2.0

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The Johns Hopkins Data Science Specialization on Coursera

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Sunday data/statistics link roundup (1/19/2014)

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Missing not at random data makes some Facebook users feel sad

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edge.org asks famous scientists what scientific concept to throw out & they say statistics

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Sunday data/statistics link roundup (1/12/2014)

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The top 10 predictor takes on the debiased Lasso - still the champ!

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Preparing for tenure track job interviews

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Sunday data/statistics link roundup (1/5/14)

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Repost: Prediction: the Lasso vs. just using the top 10 predictors

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The Supreme Court takes on Pollution Source Apportionment...and Realizes It's Hard

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Some things R can do you might not be aware of

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A non-comprehensive list of awesome things other people did this year.

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A summary of the evidence that most published research is false

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Sunday data/statistics link roundup (12/15/13)

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Simply Statistics Interview with Michael Eisen, Co-Founder of the Public Library of Science (Part 2/2)

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Simply Statistics Interview with Michael Eisen, Co-Founder of the Public Library of Science (Part 1/2)

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The key word in "Data Science" is not Data, it is Science

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Are MOOC's fundamentally flawed? Or is it a problem with statistical literacy?

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NYC crime rates by year/commissioner

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Advice for students on the academic job market

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On the future of the textbook

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Academics should not feel guilty for maximizing their potential by leaving their homeland

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Sunday data/statistics link roundup (12/2/13)

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Statistical zealots

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Simply Statistics interview with Daphne Koller, Co-Founder of Coursera

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Future of Statistics take home messages. #futureofstats

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You must be at least 20 years old for this job

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Feeling optimistic after the Future of the Statistical Sciences Workshop

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What should statistics do about massive open online courses?

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What's the future of inference?

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The Leek group guide to sharing data with a data analyst to speed collaboration

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Original source code for Apple II DOS

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Future of Statistical Sciences Workshop is happening right now #FSSW2013

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Survival analysis for hard drives

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Apple's Touch ID and a worldwide lesson in sensitivity and specificity

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Out with Big Data, in with Hyperdata

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How to Host a Conference on Google Hangouts on Air

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Sunday data/statistics link roundup (11/3/13)

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Unconference on the Future of Statistics (Live Stream) #futureofstats

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How to participate in #futureofstats Unconference

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Tukey Talks Turkey #futureofstats

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Simply Statistics Future of Statistics Speakers - Two Truths, One Lie #futureofstats

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Sunday data/statistics link roundup (10/27/13)

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(Back to) The Future of Statistical Software #futureofstats

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The Leek group guide to reviewing scientific papers

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Blog posts that impact real science - software review and GTEX

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PubMed commons is launching

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Why are the best relievers not used when they are most needed?

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Platforms and Integration in Statistical Research (Part 2/2)

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The @fivethirtyeight effect - watching @walthickey gain Twitter followers in real time

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Platforms and Integration in Statistical Research (Part 1/2)

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Teaching least squares to a 5th grader by calibrating a programmable robot

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A general audience friendly explanation for why Lars Peter Hansen won the Nobel Prize

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Sunday data/statistics link roundup (10/13/13)

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Why do we still teach a semester of trigonometry? How about engineering instead?

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Cancelled NIH study sections: a subtle, yet disastrous, effect of the government shutdown

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The Care and Feeding of Your Scientist Collaborator

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The Care and Feeding of the Biostatistician

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The Leek group policy for developing sustainable R packages

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Sunday data/statistics link roundup (10/6/2013)

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Repost: Finding good collaborators

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Statistical Ode to Mariano Rivera

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Sunday data/statistics link roundup (9/29/13)

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Announcing Statistics with Interactive R Learning Software Environment

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How could code review discourage code disclosure? Reviewers with motivation.

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Is most science false? The titans weigh in.

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How I view an academic talk: like a sports game

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The limiting reagent for big data is often small, well-curated data

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Announcing the Simply Statistics Unconference on the Future of Statistics #futureofstats

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Data Analysis in the top 9 courses in lifetime enrollment at Coursera!

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So you're moving to Baltimore

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Help needed for establishing an ASA statistical genetics and genomics section

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Implementing Evidence-based Data Analysis: Treading a New Path for Reproducible Research (Part 3)

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Repost: A proposal for a really fast statistics journal

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Sunday data/statistics link roundup (9/1/13)

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AAAS S&T Fellows for Big Data and Analytics

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The return of the stat - Computing for Data Analysis & Data Analysis back on Coursera!

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Evidence-based Data Analysis: Treading a New Path for Reproducible Research (Part 2)

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Interview with Ani Eloyan and Betsy Ogburn

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Statistics meme: Sad p-value bear

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Did Faulty Software Shut Down the NASDAQ?

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If you are near DC/Baltimore, come see Jeff talk about Coursera

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Stratifying PISA scores by poverty rates suggests imitating Finland is not necessarily the way to go for US schools

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Chris Lane, U.S. tourism boycotts, and large relative risks on small probabilities

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Treading a New Path for Reproducible Research: Part 1

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A couple of requests for the @Statistics2013 future of statistics workshop

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WANTED: Neuro-quants

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Embarrassing typos reveal the dangers of the lonely data analyst

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Data scientist is just a sexed up word for statistician

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Simply Statistics #JSM2013 Picks for Wednesday

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Simply Statistics #JSM2013 Picks for Tuesday

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Simply Statistics #JSM2013 Picks for Monday

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Sunday data/statistics link roundup (8/4/13)

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That causal inference came out of nowhere

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The ROC curves of science

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The researcher degrees of freedom - recipe tradeoff in data analysis

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Sunday data/statistics link roundup (7/28/13)

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Statistics takes center stage in the Independent

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What are the 5 most influential statistics papers of 2000-2010?

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Sunday data/statistics link roundup (7/21/2013)

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Defending clinical trials

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The "failure" of MOOCs and the ecological fallacy

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Name 5 statisticians, now name 5 young statisticians

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Yes, Clinical Trials Work

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Sunday data/statistics link roundup (7/14/2013)

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What are the iconic data graphs of the past 10 years?

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Repost: Preventing Errors Through Reproducibility

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Use R! 2014 to be at UCLA

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Fourth of July data/statistics link roundup (7/4/2013)

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Repost: The 5 Most Critical Statistical Concepts

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Measuring the importance of data privacy: embarrassment and cost

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What is the Best Way to Analyze Data?

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Art from Data

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Doing Statistical Research

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Does fraud depend on my philosophy?

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Sunday data/statistics link roundup (6/23/13)

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Interview with Miriah Meyer - Microsoft Faculty Fellow and Visualization Expert

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Google's brainteasers (that don't work) and Johns Hopkins Biostatistics Data Analysis

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Sunday data/statistics link roundup (6/16/13 - Father's day edition!)

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The vast majority of statistical analysis is not performed by statisticians

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False discovery rate regression (cc NSA's PRISM)

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Personalized medicine is primarily a population-health intervention

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Why not have a "future of the field" session at a conference with only young speakers?

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Sunday data/statistics link roundup (6/2/13)

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What statistics should do about big data: problem forward not solution backward

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Sunday data/statistics link roundup (5/19/2013)

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When does replication reveal fraud?

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The bright future of applied statistics

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Sunday data/statistics link roundup (5/12/2013, Mother's Day!)

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A Shiny web app to find out how much medical procedures cost in your state.

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Talking about MOOCs on MPT Direct Connection

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Why the current over-pessimism about science is the perfect confirmation bias vehicle and we should proceed rationally

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Reproducibility at Nature

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Reproducibility and reciprocity

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Sunday data/statistics link roundup (4/28/2013)

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Mindlessly normalizing genomics data is bad - but ignoring unwanted variability can be worse

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Interview at Yale Center for Environmental Law & Policy

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Nevins-Potti, Reinhart-Rogoff

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Podcast #7: Reinhart, Rogoff, Reproducibility

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I wish economists made better plots

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Data science only poses a threat to (bio)statistics if we don't adapt

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Sunday data/statistics link roundup (4/14/2013)

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Great scientist - statistics = lots of failed experiments

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Climate Science Day on Capitol Hill

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NIH is looking for an Associate Director for Data Science: Statisticians should consider applying

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Introducing the healthvis R package - one line D3 graphics with R

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An instructor's thoughts on peer-review for data analysis in Coursera

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Podcast #6: Data Analysis MOOC Post-mortem

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Sunday data/statistics link roundup (3/24/2013)

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Youtube should check its checksums

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Call for papers for a special issue of Statistical Analysis and Data Mining

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Sunday data/statistics link roundup (3/17/13)

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Postdoctoral fellow position in reproducible research

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Here's my #ENAR2013 Wednesday schedule

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If I were at #ENAR2013 today, here's where I'd go

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Sunday data/statistics link roundup (3/10/13)

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Send me student/postdoc blogs in statistics and computational biology

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The importance of simulating the extremes

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Big Data - Context = Bad

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Sunday data/statistics link roundup (3/3/2013)

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Please save the unsolicited R01s

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Big data: Giving people what they want

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Sunday data/statistics link roundup (2/24/2013)

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Tesla vs. NYT: Do the Data Really Tell All?

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Sunday data/statistics link roundup (2/17/2013)

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Interview with Nick Chamandy, statistician at Google

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I'm a young scientist and sequestration will hurt me

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Sunday data/statistics link roundup (2/10/2013)

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Issues with reproducibility at scale on Coursera

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Sunday data/statistics link roundup (2/3/2013)

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paste0 is statistical computing's most influential contribution of the 21st century

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Data supports claim that if Kobe stops ball hogging the Lakers will win more

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Sunday data/statistics link roundup (1/27/2013)

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My advanced methods class is now being live-tweeted

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Why I disagree with Andrew Gelman's critique of my paper about the rate of false discoveries in the medical literature

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Statisticians and computer scientists - if there is no code, there is no paper

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Sunday data/statistics link roundup (1/20/2013)

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Comparing online and in-class outcomes

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R package meme

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Review of R Graphics Cookbook by Winston Chang

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Welcome to the Smog-ocalypse

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Sunday data/statistics link roundup (1/13/2013)

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NSF should understand that Statistics is not Mathematics

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The landscape of data analysis

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By introducing competition open online education will improve teaching at top universities

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Sunday data/statistics link roundup (1/6/2013)

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Does NIH fund innovative work? Does Nature care about publishing accurate articles?

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The scientific reasons it is not helpful to study the Newtown shooter's DNA

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Fitbit, why can't I have my data?

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Happy 2013: The International Year of Statistics

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What makes a good data scientist?

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Sunday data/statistics link roundup (12/30/12)

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Make a Christmas Tree in R with random ornaments/presents

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Sunday data/statistics link roundup 12/23/12

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The NIH peer review system is still the best at identifying innovative biomedical investigators

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Rafa interviewed about statistical genomics

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The value of re-analysis

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Should the Cox Proportional Hazards model get the Nobel Prize in Medicine?

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Sunday data/statistics link roundup (12/16/12)

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Computing for Data Analysis Returns

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Joe Blitzstein's free online stat course helps put a critical satellite in orbit

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Sunday data/statistics link roundup (12/9/12)

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Dropping the Stick in Data Analysis

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Email is a to-do list made by other people - can someone make it more efficient?!

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Advice for students on the academic job market (2013 edition)

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Data analysis acquisition "worst deal ever"?

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Sunday data/statistics link roundup (12/2/12)

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Statistical illiteracy may lead to parents panicking about Autism.

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I give up, I am embracing pie charts

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The statisticians at Fox News use classic and novel graphical techniques to lead with data

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Sunday data/statistics link roundup (11/25/2012)

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Computer scientists discover statistics and find it useful

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Developing the New York Times Visual Election Outcome Explorer

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A grand experiment in science funding

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Podcast #5: Coursera Debrief

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Sunday Data/Statistics Link Roundup (11/18/12)

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Welcome to Simply Statistics 2.0

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Logo Contest Winner

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Reproducible Research: With Us or Against Us?

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Interview with Tom Louis - New Chief Scientist at the Census Bureau

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Some academic thoughts on the poll aggregators

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Nate Silver does it again! Will pundits finally accept defeat?

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If we truly want to foster collaboration, we need to rethink the "independence" criteria during promotion

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Elite education for the masses

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Sunday Data/Statistics Link Roundup (11/4/12)

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The Year of the MOOC

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Microsoft Seeks an Edge in Analyzing Big Data

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On weather forecasts, Nate Silver, and the politicization of statistical illiteracy

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Computing for Data Analysis (Simply Statistics Edition)

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Sunday Data/Statistics Link Roundup (10/28/12)

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I love those first discussions about a new research project

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Let's make the Joint Statistical Mettings modular

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A statistical project bleg (urgent-ish)

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Sunday Data/Statistics Link Roundup (10/21/12)

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Free Online Education Is Now Illegal in Minnesota

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Minnesota clarifies: Free online ed is OK

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Simply Statistics Podcast #4: Interview with Rebecca Nugent

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Statistics isn't math but statistics can produce math

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Making Coffee With R

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Comparing Hospitals

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A statistician loves the #insurancepoll...now how do we analyze it?

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Sunday Data/Statistics Link Roundup (10/14/12)

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What's wrong with the predicting h-index paper.

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Why we should continue publishing peer-reviewed papers

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Fraud in the Scientific Literature

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Sunday Data/Statistics Link Roundup (10/7/12)

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Not just one statistics interview...John McGready is the Jon Stewart of statistics

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Should we stop publishing peer-reviewed papers?

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Statistics project ideas for students (part 2)

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2-D author lists

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This is an awesome paper all students in statistics should read

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The more statistics blogs the better

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John McGready interviews Jeff Leek

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John McGready interviews Roger Peng

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Simply statistics logo contest

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NBC Unpacks Trove of Data From Olympics

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Pro-tips for graduate students (Part 3)

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Computing for Data Analysis starts today!

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Sunday Data/Statistics Link Roundup (9/23/12)

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Prediction contest

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Every professor is a startup

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In data science - it's the problem, stupid!

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Chinese Company to Acquire DNA Sequencing Firm

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Online Mentors to Guide Women Into the Sciences

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Sunday Data/Statistics Link Roundup (9/16/12)

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Statistical analysis suggests the Washington Nationals were wrong to shut down Stephen Strasburg

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The statistical method made me lie

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An experimental foundation for statistics

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Coursera introduces three courses in statistics

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The pebbles of academia

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Sunday Data/Statistics Link Roundup (9/9/12)

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Big Data in Your Blood

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The Weatherman Is Not a Moron

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Simply Statistics Podcast #3: Interview with Steven Salzberg

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Top-down versus bottom-up science: data analysis edition

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Simply Statistics Podcast #2

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How long should the next podcast be?

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Online universities blossom in Asia

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Sunday Data/Statistics Link Roundup (9/2/2012)

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Drought Extends, Crops Wither

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Court Blocks E.P.A. Rule on Cross-State Pollution

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Most Americans Confused By Cloud Computing According to National Survey

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Court Upholds Rule on Nitrogen Dioxide Emissions

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Green: Will Emissions Disclosure Mean Investor Pressure on Polluters?

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I.B.M. Mainframe Evolves to Serve the Digital World

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Increasing the cost of data analysis

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Active in Cloud, Amazon Reshapes Computing

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Genes Now Tell Doctors Secrets They Can’t Utter

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A deterministic statistical machine

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Sunday data/statistics link roundup (8/26/12)

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Judge Rules Poker Is A Game Of Skill, Not Luck

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Simply Statistics Podcast #1

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Science Exchange starts Reproducibility Initiative

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Data Startups from Y Combinator Demo Day

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Harvard chooses statistician to lead Graduate School of Arts and Sciences

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NSF recognizes math and statistics are not the same thing...kind of

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Recommended updates from Google Scholar

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Interview with C. Titus Brown - Computational biologist and open access champion

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Statistics/statisticians need better marketing

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Big-Data Investing Gets Its Own Supergroup

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Johns Hopkins University Professor Louis Named to Lead Census Bureau Research Directorate

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How Big Data Became So Big

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Sunday data/statistics link roundup (8/12/12)

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When dealing with poop, it's best to just get your hands dirty

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Why we are teaching massive open online courses (MOOCs) in R/statistics for Coursera

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A non-exhaustive list of things I have failed to accomplish

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On the relative importance of mathematical abstraction in graduate statistical education

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My worst nightmare...

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In which Brian debates abstraction with T-Bone

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Samuel Kou wins COPSS Award

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If I were at #JSM2012 today, here's where I'd go.

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NYC and Columbia to Create Institute for Data Sciences & Engineering

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Why I'm Staying in Academia

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In Sliding Internet Stocks, Some Hear Echo of 2000

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Statistician (@cocteau) to show journalists how it's done

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Predictive analytics might not have predicted the Aurora shooter

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Tweet up #JSM2012

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When Picking a C.E.O. Is More Random Than Wise

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Congress to Examine Data Sellers

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How important is abstract thinking for graduate students in statistics?

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Online education: many academics are missing the point

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Smartphones, Big Data Help Fix Boston's Potholes

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Voters Say They Are Wary of Ads Made Just for Them

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Buy your own analytics startup for $15,000 (at least as of now)

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Really Big Objects Coming to R

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A Contest for Sequencing Genomes Has Its First Entry in Ion Torrent

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I.B.M. Is No Longer a Tech Bellwether (It's too busy doing statistics)

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Proof by example and letters of recommendation

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Facebook's Real Big Data Problem

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Medalball: Moneyball for the olympics

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We used, you know, that statistics thingy

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Sunday Data/Statistics Link Roundup (7/22/12)

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Big Data on Campus

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Risks in Big Data Attract Big Law Firms

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Interview with Lauren Talbot - Quantitative analyst for the NYC Financial Crime Task Force

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Big data is worth nothing without big science

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Help me find the good JSM talks

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A closer look at data suggests Johns Hopkins is still the #1 US hospital

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Johns Hopkins Coursera Statistics Courses

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Top Universities Test the Online Appeal of Free

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Free Statistics Courses on Coursera

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Universities Reshaping Education on the Web

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Bits: Betaworks Buys What's Left of Social News Site Digg

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Sunday Data/Statistics Link Roundup (7/15/12)

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Bits: Mobile App Developers Scoop Up Vast Amounts of Data, Reports Say

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GDP Figures in China are for "reference" only

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This is Not About Statistics But It is About Emacs

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Statistical Reasoning on iTunes U

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What is the most important code you write?

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How Does the Film Industry Actually Make Money?

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My worst (recent) experience with peer review

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A Northwest Pipeline to Silicon Valley

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Skepticism+Ideas+Grit

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The power of power

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Replication and validation in -omics studies - just as important as reproducibility

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Computing and Sustainability: What Can Be Done?

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Meet the Skeptics: Why Some Doubt Biomedical Models - and What it Takes to Win Them Over

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Sunday data/statistics link roundup (7/1)

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Obamacare is not going to solve the health care crisis, but a new initiative, led by a statistician, may help

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Motivating statistical projects

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Follow up on "Statistics and the Science Club"

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The price of skepticism

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Hilary Mason: From Tiny Links, Big Insights

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The problem with small big data

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A specific suggestion to help recruit/retain women faculty at Hopkins

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The Evolution of Music

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Sunday data/statistics link roundup (6/24)

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Statistics and the Science Club

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Pro Tips for Grad Students in Statistics/Biostatistics (Part 2)

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E.P.A. Casts New Soot Standard as Easily Met

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Pro Tips for Grad Students in Statistics/Biostatistics (Part 1)

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Sunday data/statistics link roundup (6/17)

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Statisticians, ASA, and Big Data

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Big Data Needs May Create Thousands Of Tech Jobs

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Green: E.P.A. Soot Rules Expected This Week

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Poison gas or...air pollution?

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Chris Volinsky knows where you are

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Getting a grant...or a startup

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Sunday data/statistics link roundup (6/10)

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China Asks Embassies to Stop Measuring Air Pollution

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How Big Data Gets Real

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Interview with Amanda Cox - Graphics Editor at the New York Times

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Writing software for someone else

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Why "no one reads the statistics literature anymore"

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View my Statistics for Genomics lectures on Youtube and ask questions on facebook/twitter

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Schlep blindness in statistics

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Sunday data/statistics link roundup (5/27)

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"How do we evaluate statisticians working in genomics? Why don't they publish in stats journals?" Here is my answer

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Sunday data/statistics link roundup (5/20)

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Health by numbers: A statistician's challenge

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The Numbers Don't Lie

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Computational biologist blogger saves computer science department

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Facebook Needs to Turn Data Into Investor Gold

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Sunday data/statistics link roundup (5/13)

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Interview with Hadley Wickham - Developer of ggplot2

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What are the products of data analysis?

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DealBook: Glaxo to Make Hostile Bid for Human Genome Sciences

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Data analysis competition combines statistics with speed

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How do you know if someone is great at data analysis?

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Illumina stays independent, for now

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UCLA Data Fest 2012

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Hammer on the importance of statistics

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New National Academy of Sciences Members

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GE's Billion-Dollar Bet on Big Data

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Just like regular communism, dongle communism has failed

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Sample mix-ups in datasets from large studies are more common than you think

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A disappointing response from @NatureMagazine about folks with statistical skills

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Sunday data/statistics link roundup (4/29)

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People in positions of power that don't understand statistics are a big problem for genomics

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Nature is hiring a data editor...how will they make sense of the data?

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How do I know if my figure is too complicated?

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On the future of personalized medicine

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Sunday data/statistics link roundup (4/22)

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Replication, psychology, and big science

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Roche: Illumina Is No Apple

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Sunday data/statistics link roundup (4/15)

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Interview with Drew Conway - Author of "Machine Learning for Hackers"

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The Problem with Universities

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Statistics is not math...

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Evolution, Evolved

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Sunday data/statistics link roundup (4/8)

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What is a major revision?

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Study Says DNA’s Power to Predict Illness Is Limited

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Epigenetics: Marked for success

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ENAR Meeting

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New U.S. Research Will Aim at Flood of Digital Data

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R 2.15.0 is released

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Big Data Meeting at AAAS

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Roche Raises Illumina Bid to $51, Seeking Faster Deal

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Justices Send Back Gene Case

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R and the little data scientist's predicament

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Supreme court vacates ruling on BRCA gene patent!

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Some thoughts from Keith Baggerly on the recently released IOM report on translational omics

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Sunday data/statistics link roundup (3/25)

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This graph shows that President Obama's proposed budget treats the NIH even worse than G.W. Bush - Sign the petition to increase NIH funding!

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Big Data for the Rest of Us, in One Start-Up

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More commentary on Mayo v. Prometheus

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Laws of Nature and the Law of Patents: Supreme Court Rejects Patents for Correlations

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Supreme court unanimously rules against personalized medicine patent!

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Interview with Amy Heineike - Director of Mathematics at Quid

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Sunday data/statistics link roundup (3/18)

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Peter Norvig on the "Unreasonable Effectiveness of Data"

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A proposal for a really fast statistics journal

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Frighteningly Ambitious Startup Ideas

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Answers in Medicine Sometimes Lie in Luck

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Sunday Data/Statistics Link Roundup (3/11)

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Cost of Gene Sequencing Falls, Raising Hopes for Medical Advances

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IBM’s Watson Gets Wall Street Job After ‘Jeopardy’ Win

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Mission Control, Built for Cities

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A plot of my citations in Google Scholar vs. Web of Science

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R.A. Fisher is the most influential scientist ever

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Are banks being sidelined by retailers' data collection?

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Characteristics of my favorite statistics talks

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DealBook: Roche Extends Deadline for Illumina Offer

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Sunday data/statistics link roundup (3/4)

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True Innovation

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An essay on why programmers need to learn statistics

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Confronting a Law Of Limits

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A cool profile of a human rights statistician

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Gulf on Open Access to Federally Financed Research

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Statistics project ideas for students

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The case for open computer programs

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Duke Taking New Steps to Safeguard Research Integrity

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Graham & Dodd's Security Analysis: Moneyball for...Money

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The Duke Saga Starter Set

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'WaterBillWoman' pestered city for years over faulty bills

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Monitoring Your Health With Mobile Devices

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Prediction: the Lasso vs. just using the top 10 predictors

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Air Pollution Linked to Heart and Brain Risks

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Professional statisticians agree: the knicks should start Steve Novak over Carmelo Anthony

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Interracial Couples Who Make the Most Money

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Scientists Find New Dangers in Tiny but Pervasive Particles in Air Pollution

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60 Lives, 30 Kidneys, All Linked

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Company Unveils DNA Sequencing Device Meant to Be Portable, Disposable and Cheap

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I don't think it means what ESPN thinks it means

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How Companies Learn Your Secrets

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I.B.M.: Big Data, Bigger Patterns

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A Flat Budget for NIH in 2013 - ScienceInsider

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Harvard's Stat 110 is now a course on iTunes

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Mathematicians Organize Boycott of a Publisher

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Mortimer Spiegelman Award: Call for Nominations. Deadline is April 1, 2012

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At MSNBC, a Professor as TV Host

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Untitled

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The Duke Clinical Trials Saga - What Really Happened

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Sunday Data/Statistics Link Roundup (2/12)

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The Age of Big Data

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Data says Jeremy Lin is for real

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Peter Thiel on Peer Review/Science

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Duke Saga on 60 Minutes this Sunday

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An example of how sending a paper to a statistics journal can get you scooped

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DealBook: Illumina Formally Rejects Roche's Takeover Bid

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Statisticians and Clinicians: Collaborations Based on Mutual Respect

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Wolfram, a Search Engine, Finds Answers Within Itself

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An R script for estimating future inflation via the Treasury market

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Sunday Data/Statistics Link Roundup (2/5)

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Why don't we hear more about Adrian Dantley on ESPN? This graph makes me think he was as good an offensive player as Michael Jordan.

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Cleveland's (?) 2001 plan for redefining statistics as "data science"

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Evidence-based Music

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This graph makes me think Kobe is not that good, he just shoots a lot

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Why in-person education isn't dead yet...but a statistician could finish it off

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Sunday data/statistics link roundup (1/29)

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This simple bar graph clearly demonstrates that the US can easily increase research funding

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When should statistics papers be published in Science and Nature?

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A wordcloud comparison of the 2011 and 2012 #SOTU

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The end of in-class lectures is closer than I thought

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Why statisticians should join and launch startups

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Sunday Data/Statistics Link Roundup (1/21)

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Interview With Joe Blitzstein

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Data Journalism Awards

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Fundamentals of Engineering Review Question Oops

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figshare and don't trust celebrities stating facts

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A tribute to one of the most popular methods in statistics

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Sunday Data/Statistics Link Roundup

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Academics are partly to blame for supporting the closed and expensive access system of publishing

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In the era of data what is a fact?

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Help us rate health news reporting with citizen-science powered http://www.healthnewsrater.com

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Do you own or rent?

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Statistical Crime Fighter

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A statistician and Apple fanboy buys a Chromebook...and loves it!

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Building the Team That Built Watson

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Make us a part of your day - add Simply Statistics to your RSS feed

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Sunday Data/Statistics Link Roundup

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Where do you get your data?

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P-values and hypothesis testing get a bad rap - but we sometimes find them useful.

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Why all #academics should have professional @twitter accounts

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Will Amazon Offer Analytics as a Service?

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Baltimore gun offenders and where academics don't live

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List of cities/states with open data - help me find more!

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Grad students in (bio)statistics - do a postdoc!

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An R function to map your Twitter Followers

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On Hard and Soft Money

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New features on Simply Statistics

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In Greece, a statistician faces life in prison for doing his job: calculating and reporting a statistic

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Interview with Nathan Yau of FlowingData

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Dear editors/associate editors/referees, Please reject my papers quickly

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Smoking is a choice, breathing is not.

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The Supreme Court's interpretation of statistical correlation may determine the future of personalized medicine

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Interview w/ Mario Marazzi, Puerto Rico Institute of Statistics Director, on the importance of Government Statisticians

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Plotting BeijingAir Data

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Clean Air A 'Luxury' In Beijing's Pollution Zone

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Outrage Grows Over Air Pollution and China’s Response

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Beijing Air (cont'd)

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Who can resist Biostatistics Ryan Gosling?

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Online Learning, Personalized

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Preventing Errors through Reproducibility

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Citizen science makes statistical literacy critical

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New S.E.C. Tactics Yield Actions Against Hedge Funds

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Reverse scooping

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The worlds has changed from analogue to digital and it's time mathematical education makes the change too.

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Reproducible Research in Computational Science

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Beijing Air

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DNA Sequencing Caught in Deluge of Data

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Roger's perspective on reproducible research published in Science

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Selling the Power of Statistics

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Contributions to the R source

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Reproducible Research and Turkey

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Apple this is ridiculous - you gotta upgrade to upgrade!?

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An R function to analyze your Google Scholar Citations page

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Data Scientist vs. Statistician

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Ozone rules

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Show 'em the data!

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Interview with Héctor Corrada Bravo

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Google Scholar Pages

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History of Nonlinear Principal Components Analysis

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Amazon EC2 is #42 on Top 500 supercomputer list

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OK Cupid data on Infochimps - anybody got $1k for data?

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Preparing for tenure track job interviews

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First 100 Posts

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New O'Reilly book on parallel R computation

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The Cost of a U.S. College Education

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Cooperation between Referees and Authors Increases Peer Review Accuracy

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Expected Salary by Major

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Statisticians on Twitter...help me find more!

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Coarse PM and measurement error paper

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Is Statistics too darn hard?

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Reproducible research: Notes from the field

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New ways to follow Simply Statistics

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Interview with Victoria Stodden

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Free access publishing is awesome...but expensive. How do we pay for it?

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Guest Post: SMART thoughts on the ADHD 200 Data Analysis Competition

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Reproducible Research Talk in Vancouver

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We need better marketing

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Advice on promotion letters bleg

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The 5 Most Critical Statistical Concepts

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Computing on the Language

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Visualizing Yahoo Email

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Archetypal Athletes

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Web-scraping

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Graduate student data analysis inspired by a high-school teacher

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Interview With Chris Barr

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The self-assessment trap

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Anthropology of the Tribe of Statisticians

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Caffo's Theorem

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Finding good collaborators

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Do we really need applied statistics journals?

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Caffo + Ninjas = Awesome

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Spectacular Plots Made Entirely in R

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Colors in R

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Competing through data: Three experts offer their game plan

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Where would we be without Dennis Ritchie?

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Interview With Daniela Witten

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Moneyball for Academic Institutes

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Benford's law

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Authorship conventions

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Errors in Biomedical Computing

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Government data collection vortex

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Terence’s Stuff: Speaking, reading, writing

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An R function to determine if you are a data scientist

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Excuse our mess...

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A nice presentation on regex in R

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APIs!

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Hello world!

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Single Screen Productivity

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R Workshop: Reading in Large Data Frames

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A Really Cool Paper on the "Hot Hand" in Sports

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Prezi

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R Workshop

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Submitting scientific papers is too time consuming

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Cool papers

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Defining data science

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Innovation and overconfidence

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OracleWorld Claims and Sensations

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Department of Analytics, anyone?

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Karl's take on meetings

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Bits: Big Data: Sorting Reality From the Hype

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Battling Bad Science

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Kindle Fire and Machine Learning

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Once in a lifetime collapse

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Why does Obama need statisticians?

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Obama recruiting analysts who know R

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The future of graduate education

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The Open Data Movement

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The p>0.05 journal

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Some cool papers

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25 minute seminars

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By poring over statistics ignored by conventional scouts, - 05.12.03 - SI Vault

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Unoriginal genius

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How do you spend your day?

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Dongle communism

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Getting email responses from busy people

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Most popular infographics

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StatistiX

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The Killer App for Peer Review

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Small ball is a bad strategy

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Finish and publish

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MacArthur Fellow Shwetak Patel

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Private health insurers to release data

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Statistician Profiles

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Data Sources

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Meetings

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Ideas/Data blogs I read

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Google Fusion Tables

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Another academic job market option: liberal arts colleges

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Communicating uncertainty visually

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When overconfidence is good

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Dissecting the genomics of trauma

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Advice for stats students on the academic job market

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The Duke Saga

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What is a Statistician?

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Data visualization and art

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Any other team wins the World Series, good for them

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Data analysis companies getting gobbled up

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Data Science = Hot Career Choice

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Awesome Stat Ed Links

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Build your own pre-cog

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First things first

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Pre-cog and stats

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Seek Simplicity and Distrust It

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Where are the Case Studies?

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