Testing for panel cointegration in high dimensional data in the presence of cross-sectional dependency

被引:0
作者
Mansoor, Rashid [1 ]
Mansson, Kristofer [2 ]
Sjolander, Par [2 ]
机构
[1] UCL, Dept Stat Sci, Gower St, London WC1E 6BT, England
[2] Jonkoping Int Business Sch, Box 1026, S-55111 Jonkoping, Sweden
关键词
error correction model; panel cointegration; increasing dimension; UNIT-ROOT TESTS; ERROR-CORRECTION; POWER;
D O I
10.1504/IJCEE.2021.118482
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper introduces some new methods to test for panel cointegration in the error correction framework. These methods are proposed since the previous approaches do not perform well when the number of cross-sectional units (N) is approximately equal to the number of time periods (T). By means of Monte Carlo simulations we investigate the size and power properties when N and T increase simultaneously, i.e., N/T -> c where 0 < c <= 1. Based on the simulated results we may recommend a test for panel cointegration in high dimensional setting with cross-sectional dependency.
引用
收藏
页码:406 / 418
页数:13
相关论文
共 19 条
  • [1] On the estimation and inference of a panel cointegration model with cross-sectional dependence
    Bai, Jushan
    Kao, Chihwa
    [J]. PANEL DATA ECONOMETRICS: THEORETICAL CONTRIBUTIONS AND EMPIRICAL APPLICATIONS, 2006, 274 : 3 - +
  • [2] Banerjee A, 2006, WORKING PAPER SERIES, V591
  • [3] Unit root tests for panel data
    Choi, I
    [J]. JOURNAL OF INTERNATIONAL MONEY AND FINANCE, 2001, 20 (02) : 249 - 272
  • [4] The power of single equation tests for cointegration
    Cook, S
    [J]. APPLIED ECONOMICS LETTERS, 2006, 13 (05) : 265 - 267
  • [5] COINTEGRATION AND ERROR CORRECTION - REPRESENTATION, ESTIMATION, AND TESTING
    ENGLE, RF
    GRANGER, CWJ
    [J]. ECONOMETRICA, 1987, 55 (02) : 251 - 276
  • [6] Fisher R. A., 1992, STAT METHODS RES WOR, P66, DOI DOI 10.1007/978-1-4612-4380-9_6
  • [7] Cointegration testing in panels with common factors
    Gengenbach, Christian
    Palm, Franz C.
    Urbain, Jean-Pierre
    [J]. OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 2006, 68 : 683 - 719
  • [8] Likelihood-based cointegration analysis in panels of vector error-correction models
    Groen, JJJ
    Kleibergen, F
    [J]. JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2003, 21 (02) : 295 - 318
  • [9] A spatio-temporal model of house prices in the USA
    Holly, Sean
    Pesaran, M. Hashem
    Yamagata, Takashi
    [J]. JOURNAL OF ECONOMETRICS, 2010, 158 (01) : 160 - 173
  • [10] Critical values for an F-test for cointegration in a multivariate model
    Kanioura, A
    Turner, P
    [J]. APPLIED ECONOMICS, 2005, 37 (03) : 265 - 270