A Simple Guide to Understanding DSGE Models

Written by keynesian | Published 2024/12/11
Tech Story Tags: macroeconometrics | dynamic-stochastic-models | new-keynesian-economics | stochastic-equilibrium | monetary-policy | dsge-model | bifurcation-analysis | the-lucas-critique

TLDRThis part explains the step-by-step derivation of the linearized DSGE solution, beginning with substitution and resulting in a diagonal system. It includes solving the non-predetermined system forwards and the predetermined counterpart backwards, using partitioned inverse techniques to obtain the final forms of the equations.via the TL;DR App

Author:

(1) David Staines.

Table of Links

Abstract

1 Introduction

2 Mathematical Arguments

3 Outline and Preview

4 Calvo Framework and 4.1 Household’s Problem

4.2 Preferences

4.3 Household Equilibrium Conditions

4.4 Price-Setting Problem

4.5 Nominal Equilibrium Conditions

4.6 Real Equilibrium Conditions and 4.7 Shocks

4.8 Recursive Equilibrium

5 Existing Solutions

5.1 Singular Phillips Curve

5.2 Persistence and Policy Puzzles

5.3 Two Comparison Models

5.4 Lucas Critique

6 Stochastic Equilibrium and 6.1 Ergodic Theory and Random Dynamical Systems

6.2 Equilibrium Construction

6.3 Literature Comparison

6.4 Equilibrium Analysis

7 General Linearized Phillips Curve

7.1 Slope Coefficients

7.2 Error Coefficients

8 Existence Results and 8.1 Main Results

8.2 Key Proofs

8.3 Discussion

9 Bifurcation Analysis

9.1 Analytic Aspects

9.2 Algebraic Aspects (I) Singularities and Covers

9.3 Algebraic Aspects (II) Homology

9.4 Algebraic Aspects (III) Schemes

9.5 Wider Economic Interpretations

10 Econometric and Theoretical Implications and 10.1 Identification and Trade-offs

10.2 Econometric Duality

10.3 Coefficient Properties

10.4 Microeconomic Interpretation

11 Policy Rule

12 Conclusions and References

Appendices

A Proof of Theorem 2 and A.1 Proof of Part (i)

A.2 Behaviour of āˆ†

A.3 Proof Part (iii)

B Proofs from Section 4 and B.1 Individual Product Demand (4.2)

B.2 Flexible Price Equilibrium and ZINSS (4.4)

B.3 Price Dispersion (4.5)

B.4 Cost Minimization (4.6) and (10.4)

B.5 Consolidation (4.8)

C Proofs from Section 5, and C.1 Puzzles, Policy and Persistence

C.2 Extending No Persistence

D Stochastic Equilibrium and D.1 Non-Stochastic Equilibrium

D.2 Profits and Long-Run Growth

E Slopes and Eigenvalues and E.1 Slope Coefficients

E.2 Linearized DSGE Solution

E.3 Eigenvalue Conditions

E.4 Rouche’s Theorem Conditions

F Abstract Algebra and F.1 Homology Groups

F.2 Basic Categories

F.3 De Rham Cohomology

F.4 Marginal Costs and Inflation

G Further Keynesian Models and G.1 Taylor Pricing

G.2 Calvo Wage Phillips Curve

G.3 Unconventional Policy Settings

H Empirical Robustness and H.1 Parameter Selection

H.2 Phillips Curve

I Additional Evidence and I.1 Other Structural Parameters

I.2 Lucas Critique

I.3 Trend Inflation Volatility

E.2 Linearized DSGE Solution

This part is devoted to the step by step derivation of equations (160) and (161), from the proof of Theorem 3. Start off with the substitution

This generates the diagonal system

comprised of the non-predetermined system

and its predetermined counterpart

The non-linear system stipulates that the first equation be solved forwards and the second backwards so

Using the formula for a partitioned inverse

Using (318) and (324) yields

This gives rise to the final forms

This paper is available on arxiv under CC 4.0 license.


Written by keynesian | We research, report, & publish about the impact of Keynesian Economics on the technology industry & digital products.
Published by HackerNoon on 2024/12/11