quinta-feira, 28 de abril de 2016

DSGE Models - solution strategies (I)

"The 'recipe' for building a DSGE model, solving it and comparing it to actual data includes several steps which can be summarized as follows:
  • Set up of the economic model.
  • Derivation of the first-order equilibrium conditions. Together with the structural equations, these build a system of non-linear stochastic difference equations.
  • As this system usually does not have a closed analytical solution, the solution is approximated in the neighborhood of a given point, in most cases the non-stochastic steady state.
  • Either (log-)linear approximation around the steady-state leading to a system of linear difference equations in state-space form and solution of this system with the help of the usual procedures or second (or higher) order approximation around the steady-state. 
  • Calibration of the parameters or estimation of parameters or both.
  • Calculation of variances and conducting a variance decomposition of the underlying shocks and impulse response functions of the variables of interest.
  • Evaluation of the model by looking at measures of fit to the data."

terça-feira, 26 de abril de 2016

DSGE 4 dummies

Typed in "DSGE from scratch" at google. 
Among all the entries this seems like a good place to start:

DSGE Models - solution strategies
https://www.macro.uni-freiburg.de/publications/research_flotho/dsge_models

I will share here my notes from this and other papers/books.