Back to square one: Identification issues in DSGE models

被引:186
作者
Canova, Fabio [1 ,2 ]
Sala, Luca [3 ,4 ]
机构
[1] UPF, Dept Econ, ICREA, CREI,AMeN, Barcelona 08008, Spain
[2] CEPR, Barcelona 08008, Spain
[3] Univ Bocconi, IGIER, Dipartimento Econ, Milan, Italy
[4] Univ Bocconi, Ctr Baffi, Milan, Italy
关键词
Identification; Impulse responses; DSGE models; Small samples; WEAK INSTRUMENTS; SHOCK; GMM;
D O I
10.1016/j.jmoneco.2009.03.014
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We investigate identification issues in DSGE models and their consequences for parameter estimation and model evaluation when the objective function measures the distance between estimated and model-based impulse responses. Observational equivalence, partial and weak identification problems are widespread and typically produced by an ill-behaved mapping between the structural parameters and the coefficients of the solution. Different objective functions affect identification and small samples interact with parameters identification. Diagnostics to detect identification deficiencies are provided and applied to a widely used model. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:431 / 449
页数:19
相关论文
共 38 条
[1]   Bayesian analysis of DSGE models [J].
An, Sungbae ;
Schorfheide, Frank .
ECONOMETRIC REVIEWS, 2007, 26 (2-4) :113-172
[2]  
Anderson T. W., 1984, An introduction to multivariate statistical analysis, V499
[3]  
[Anonymous], 2005, Contemporary Bayesian econometrics and statistics
[4]  
BEYER A, 2004, 323 ECB
[5]  
CANOVA F, J EUROPEAN IN PRESS
[6]  
CANOVA F, 2005, 583 ECB
[7]  
CANOVA F, 2007, MEASUREMENT SOME THE
[8]  
CANOVA F, 2007, DO EXPECTATIONS MATT
[9]   Are structural VARs with long-run restrictions useful in developing business cycle theory? [J].
Chari, V. V. ;
Kehoe, Patrick J. ;
McGrattan, Ellen R. .
JOURNAL OF MONETARY ECONOMICS, 2008, 55 (08) :1337-1352
[10]   ASYMPTOTIC AND FINITE-SAMPLE DISTRIBUTION-THEORY FOR IV ESTIMATORS AND TESTS IN PARTIALLY IDENTIFIED STRUCTURAL EQUATIONS [J].
CHOI, I ;
PHILLIPS, PCB .
JOURNAL OF ECONOMETRICS, 1992, 51 (1-2) :113-150