What's a DSGE model anyway?
Before I tell you about my failure, let me explain what I was trying to build. A DSGE model - Dynamic Stochastic General
Equilibrium model - is the workhorse of modern macroeconomics. It's a mathematical representation of an economy where households
decide how much to spend and save, firms decide how much to produce and hire, and a central bank sets interest rates. Everything ties
together through prices and interest rates until supply equals demand. "Equilibrium" means all the pieces fit; "dynamic" means it
evolves over time; "stochastic" means random shocks hit the economy and we watch how it responds.
Central banks around the world use these models to forecast inflation and guide interest rate decisions. More sophisticated versions of this approach won Nobel Prizes. I figured if I built one for Australia, I'd learn something about how the macroeconomy actually works.
I expected the model to explain Australian inflation, natural rate of unemployment and potential output. Instead, it explained why
the model no longer worked.