Approximation, perturbation, and projection methods in economic analysis

KL Judd - Handbook of computational economics, 1996 - Elsevier
Publisher Summary This chapter examines local and global approximation methods that
have been used or have potential future value in economic and econometric analysis. The …

Using the sequence‐space Jacobian to solve and estimate heterogeneous‐agent models

A Auclert, B Bardóczy, M Rognlie, L Straub - Econometrica, 2021 - Wiley Online Library
We propose a general and highly efficient method for solving and estimating general
equilibrium heterogeneous‐agent models with aggregate shocks in discrete time. Our …

Solution and estimation methods for DSGE models

J Fernández-Villaverde, JF Rubio-Ramírez… - Handbook of …, 2016 - Elsevier
This chapter provides an overview of solution and estimation techniques for dynamic
stochastic general equilibrium models. We cover the foundations of numerical …

The econometrics of DSGE models

J Fernández-Villaverde - SERIEs, 2010 - Springer
In this paper, I review the literature on the formulation and estimation of dynamic stochastic
general equilibrium (DSGE) models with a special emphasis on Bayesian methods. First, I …

Comparing solution methods for dynamic equilibrium economies

SB Aruoba, J Fernández-Villaverde… - Journal of Economic …, 2006 - Elsevier
This paper compares solution methods for dynamic equilibrium economies. We compute
and simulate the stochastic neoclassical growth model with leisure choice using first …

Inequality, Business Cycles, and Monetary‐Fiscal Policy

A Bhandari, D Evans, M Golosov, TJ Sargent - Econometrica, 2021 - Wiley Online Library
We study optimal monetary and fiscal policies in a New Keynesian model with
heterogeneous agents, incomplete markets, and nominal rigidities. Our approach uses small …

[HTML][HTML] Bayesian learning, growth, and pollution

DL Kelly, CD Kolstad - Journal of economic dynamics and control, 1999 - Elsevier
Environmental problems, such as climate change, have great uncertainties. Current
expectations are that uncertainties about climate change will be resolved quickly. We …

Computing DSGE models with recursive preferences and stochastic volatility

D Caldara, J Fernandez-Villaverde… - Review of Economic …, 2012 - Elsevier
This paper compares different solution methods for computing the equilibrium of dynamic
stochastic general equilibrium (DSGE) models with recursive preferences such as those in …

Numerically stable and accurate stochastic simulation approaches for solving dynamic economic models

KL Judd, L Maliar, S Maliar - Quantitative Economics, 2011 - Wiley Online Library
We develop numerically stable and accurate stochastic simulation approaches for solving
dynamic economic models. First, instead of standard least‐squares approximation methods …

Computational methods in environmental and resource economics

Y Cai - Annual Review of Resource Economics, 2019 - annualreviews.org
Computational methods are required to solve problems without closed-form solutions in
environmental and resource economics. Efficiency, stability, and accuracy are key elements …