Testing for Common Cyclical Features in Nonstationary Panel Data Models

In this paper we extend the concept of serial correlation common features to panel data models. This analysis is motivated both by the need to develop a methodology to systematically stu dy and test for common structures and comovements in panel data with autocorrelation present and by an increase in efficiency coming from pooling procedures. We propose sequential testing procedures and study their properties in a small scale Monte Carlo analysis. Finally, we apply the framework to the well known permanent income hypothesis for 22 OECD countries, 1950-1992.

[1]  Kenneth J. Singleton,et al.  A Latent Time Series Model of the Cyclical Behavior of Interest Rates , 1980 .

[2]  Chihwa Kao,et al.  Spurious Regression and Residual-Based Tests for Cointegration in Panel Data When the Cross-Section and Time-Series Dimensions are Comparable , 1996 .

[3]  R. Summers,et al.  The Penn World Table (Mark 5): An Expanded Set of International Comparisons, 1950-1987 , 1991 .

[4]  Chihwa Kao,et al.  A Monte Carlo Comparison of Tests for Cointegration in Panel Data , 1999 .

[5]  G. C. Tiao,et al.  Model Specification in Multivariate Time Series , 1989 .

[6]  Alain Hecq,et al.  Permanent-Transitory Decomposition in VAR Models with Cointegration and Common Cycles , 2000 .

[7]  Michel Beine,et al.  Asymmetric shocks inside future EMU , 1997 .

[8]  Robert F. Engle,et al.  Testing for Common Features: Reply , 1993 .

[9]  L. Hansen Large Sample Properties of Generalized Method of Moments Estimators , 1982 .

[10]  B. Baltagi,et al.  Econometric Analysis of Panel Data , 2020, Springer Texts in Business and Economics.

[11]  N. Mankiw,et al.  Permanent Income, Current Income, and Consumption , 1987 .

[12]  Peter Kugler,et al.  International Real Interest Rate Equalization: A Multivariate Time Series Approach , 1993 .

[13]  P. Phillips,et al.  Linear Regression Limit Theory for Nonstationary Panel Data , 1999 .

[14]  Robert M. Kunst,et al.  Cointegration in a Macroeconomic System , 1990 .

[15]  Frank Kleibergen,et al.  Likelihood-Based Cointegration Analysis in Panels of Vector Error-Correction Models , 2003 .

[16]  Alain Hecq,et al.  Stability of Okun's Law in a Codependent System , 1998 .

[17]  S. Johansen Likelihood-Based Inference in Cointegrated Vector Autoregressive Models , 1996 .

[18]  R. Engle,et al.  A One-Factor Multivariate Time Series Model of Metropolitan Wage Rates , 1981 .

[19]  Sung K. Ahn Inference of Vector Autoregressive Models with Cointegration and Scalar Components , 1997 .

[20]  Eswar S. Prasad,et al.  Identifying the Common Component in International Economic Fluctuations , 1997 .

[21]  Michel Beine,et al.  Codependence and convergence in the EC economies , 1998 .

[22]  Peter C.B. Phillips,et al.  Nonstationary panel data analysis: an overview of some recent developments , 2000 .

[23]  Thomas Jobert Tendances et cycles communs à la consommation et au revenu: implications pour le modèle de revenu permanent , 1995 .

[24]  Paul Evans,et al.  Private and government consumption with liquidity constraints , 1996 .

[25]  John Y. Campbell,et al.  The response of consumption to income: A cross-country investigation☆ , 1991 .

[26]  James D. Hamilton Time Series Analysis , 1994 .

[27]  Farshid Vahid,et al.  Testing multiple equation systems for common nonlinear components , 1998 .

[28]  Jin-Lung Lin,et al.  Causality in the Long Run , 1995, Econometric Theory.

[29]  Yongcheol Shin,et al.  Pooled Estimation of Long-run Relationships in Dynamic Heterogeneous Panels , 1997 .

[30]  Michel Beine,et al.  Inference in codependence: Some Monte Carlo Results and Applications , 1999 .

[31]  R. Engle,et al.  Testing for Common Features , 1990 .

[32]  Farshid Vahid,et al.  Common Cycles in Macroeconomic Aggregates , 1994 .

[33]  Clive W. J. Granger,et al.  Separation in cointegrated systems and persistent-transitory decompositions , 1998 .

[34]  Rolf Larsson,et al.  Likelihood-Based Inference in Multivariate Panel Cointegration Models , 2000 .

[35]  A. J. Hoogstrate Dynamic panel data models : theory and macroeconomic applications , 1998 .

[36]  Farshid Vahid,et al.  The importance of common cyclical features in VAR analysis: a Monte-Carlo study , 1999 .

[37]  R. V. Kraats,et al.  Empirical tests of the monetary approach to exchange-rate determination , 1983 .

[38]  Søren Johansen,et al.  Workbook on cointegration , 1998 .

[39]  P. O'Connell The overvaluation of purchasing power parity , 1998 .

[40]  Farshid Vahid,et al.  Common Trends and Common Cycles , 1993 .

[41]  M. Pesaran,et al.  Estimating Long-Run Relationships From Dynamic Heterogeneous Panels , 1995 .

[42]  Chihwa Kao,et al.  Key Words and Phrases: LBUI test; LM test. , 2022 .

[43]  Cheng Hsiao,et al.  Analysis of Panel Data , 1987 .