DSGE Models and Macro/Finance

By Lawrence J. Christiano

  

 

Overview

These lectures review some conceptual tools for the rapidly growing field of Macro/Finance. 

We start with a phenomenon that appears to have played an important role in amplifying the Great Recession in the US: a rollover crisis in the shadow banking system. We do this by reviewing papers by Gertler, Karadi, Kiyotaki and Prespitino. We then turn to a model of financial frictions in nonfinancial firms, the model of costly state verification (CSV) and asymmetric information.

After that, we describe the basic New Keynesian model. This model serves as a useful platform on which to build macroeconomic models with financial frictions. We review the essential properties of the model. We then introduce CSV financial frictions into that model and argue that the resulting model matches US time series well.

Finally, we turn to a different type of financial frictions model, one in which there are exogenous shocks to how much borrowing non-financial firms can do, for a given amount of collateral. We focus on a simple, highly tractable, example of such a model, one recently studied by Buera and Moll. In this model, deleveraging can depress the economy by reallocating financial resources towards firms that have collateral, but whose productivity is relatively low. This discussion will illustrate one example of how DSGE models are evolving not just by integrating financial frictions, but also by incorporating heterogeneity of firms and households.

Background material for these lectures include a draft Journal of Economic Perspectives manuscript, interview, and this).

 

 

 

Lectures

Introductory Remarks.

1) Financial Frictions in Financial Firms

a)  Two-period exposition of Gertler-Karadi/Gertler-Kiyotaki model in which the financial frictions stem from bankers’ ability to ‘run away’ (section 3 in reading).

b) Informal extension of analysis in (a) to multiperiods and to bank runs (‘rollover crises’), using Gertler-Kiyotaki AER2015 (the discussion here is a sketch of this more extended discussion).

2) Financial Frictions in Nonfinancial Firms:  Partial equilibrium model for the Costly State Verification (CSV) approach (zip file with code for the computations, and a version of the  slides with more extensive derivations). Related empirical paper: Levin, Natalucci and Zakrajsek.

3) The simple New Keynesian (NK) model without capital (background: my handbook chapter). The overheads come in two parts: part 1 and part 2. Dynare code for the model is here.

a)  The linearized Phillips curve.

b) Solving the model by linearization.

c)   Assignment #9, question 1, accomplishes three things.

i)     Gives students experience with Dynare for solving and simulating models.

ii)  Gets to the heart of the New Keynesian models by exploring its basic underlying economic principles.

iii)           Shows how ‘news’ shocks might cause an inflation targeter to drive the interest rate in the ‘wrong’ direction and inadvertently trigger an inefficient stock market boom (Slides, manuscript; and section 3.2 of handbook chapter.)       Also shows how the Taylor rule can be too weak in its response to more conventional shocks.

d) Other, related materials.

4) Integrating CSV into a New Keynesian model and the results of Bayesian estimation of the model using US data (CMR, JMCB 2003AER 2014).

i)     The model.

ii)  The importance of risk shocks and news on risk.

iii)           The response of monetary policy to an increase in interest rate spreads.

iv)           Carefully documented (thanks to Ben Johannsen) Dynare code for replicating the material in this presentation.

5)  Financial Frictions in Non-financial Firms: deleveraging as a cause for a drop in interest rates, employment, GDP and TFP. A few results in the handout are asserted without proof. The lyx file underlying the handout, contained in this zip file, includes the proofs in lyx ‘notes’.