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Cross-Sectional Dependence in Panel Data Analysis
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This article provides an overview of the existing literature on panel data models with error cross-sectional dependence (CSD). We distinguish between weak and strong CSD and link these concepts to the spatial and factor structure approaches. We consider estimation under strong and weak exogeneity of the regressors for both T fixed and T large cases. Available tests for CSD and methods for determining the number of factors are discussed in detail. The finite-sample properties of some estimators and statistics are investigated using Monte Carlo experiments.
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Cites
Initial conditions and moment restrictions in dynamic panel data models
Blundell, R., & Bond, S. (1998) · Journal of Econometrics · doi:10.1016/s0304-4076(98)00009-8 · Cited by 22,571
Another look at the instrumental variable estimation of error-components models
Arellano, M., & Bover, O. (1995) · Journal of Econometrics · doi:10.1016/0304-4076(94)01642-d · Cited by 19,880
Biases in dynamic models with fixed effects
Nickell, S. (1981) · Econometrica · doi:10.2307/1911408 · Cited by 8,735
Microeconometrics: Methods and Applications
Cameron, A. C., & Trivedi, P. K. (2005) · doi:10.1017/cbo9780511811241 · Cited by 8,092
Hsiao, C. (2014) · doi:10.1017/cbo9781139839327 · Cited by 7,869
The use of ranks to avoid the assumption of normality implicit in the analysis of variance
Friedman, M. (1937) · Journal of the American Statistical Association · doi:10.1080/01621459.1937.10503522 · Cited by 7,005
Consistent Covariance Matrix Estimation with Spatially Dependent Panel Data
Driscoll, J. C., & Kraay, A. C. (1998) · Review of Economics and Statistics · doi:10.1162/003465398557825 · Cited by 6,865
Fisher, R. A. (1936) · BMJ · doi:10.1136/bmj.1.3923.554-a · Cited by 4,980
Research works printed but not linked: 82
- 10.1016/S0304-4076(00)00083-X · DOI · Paper page
- Ahn , S. C. Lee , Y. H. Schmidt , P. ( 2006 ). Panel Data Models with Multiple Time-Varying Individual Effects. Mimeo . · DOI
- 10.1016/0304-4076(94)01641-C · DOI · Paper page
- 10.1198/073500106000000585 · doi:10.1198/073500106000000585
- Anderson , B. Deistler , M. Filler , A. Zinner , C. ( 2009 ). Generalized Linear Dynamic Factor Models—An Approach via Singular Autoregressions. Mimeo . · doi:10.3166/ejc.16.211-224
- 10.1080/01621459.1981.10477691 · DOI · Paper page
- Anderson , T. W. Rubin , H. ( 1956 ). Statistical inference in factor analysis. In: Neyman, J., ed. Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability V. Berkeley: University of California Press .
- Anselin L., 2008, Spatial Econometrics: Methods and Models.
- 10.1093/0199245282.001.0001 · DOI · Paper page
- 10.2307/2297968 · DOI · Paper page
- 10.1111/1468-0262.00392 · DOI · Paper page
- 10.3982/ECTA6135 · DOI · Paper page
- 10.1111/1468-0262.00273 · DOI · Paper page
- 10.1111/j.1468-0262.2004.00528.x · DOI · Paper page
- 10.1561/0800000002 · DOI · Paper page
- Bai J., 2009, Journal of Time Series Econometrics, 1, 105
- 10.1017/S0266466609990727 · DOI · Paper page
- Baltagi , B. Feng , Q. Kao , C. ( 2009 ). Testing for Sphericity in a Fixed Effects Panel Data Model. Mimeo . · doi:10.2139/ssrn.1808185
- Baltagi B. H., 1988, Econometric Analysis of Panel Data
- 10.1002/jae.955 · DOI · Paper page
- 10.1016/S0304-4076(03)00120-9 · DOI · Paper page
- 10.2307/2951662 · DOI · Paper page
- Breitung , J. Pesaran , M. H. ( 2008 ). Unit roots and cointegration in panels. In: Mátyás, L., Sevestre, P., eds. The Econometrics of Panel Data: Fundamentals and Recent Developments in Theory and Practice. Dordrect, The Netherlands: Kluwer Academic Publishers . · DOI · Paper page
- 10.2307/2297111 · DOI · Paper page
- 10.1162/rest.90.3.414 · DOI · Paper page
- 10.2307/2297110 · DOI · Paper page
- 10.1016/0304-4076(82)90094-X · DOI · Paper page
- Chamberlain G., 1984, Handbook of Econometrics 2, 1247, 10.1016/S1573-4412(84)02014-6 · DOI · Paper page
- 10.1080/00036848700000055 · doi:10.1080/00036848700000055
- 10.1111/j.1368-423X.2010.00330.x · DOI · Paper page
- 10.1016/S0304-4076(98)00084-0 · DOI · Paper page
- 10.1002/jae.670 · DOI · Paper page
- de Hoyos R. E., 2006, Stata Journal, 6, 482, 10.1177/1536867X0600600403 · DOI · Paper page
- Fiebig , D. ( 2001 ). Seemingly unrelated regression. In: Baltagi, B. H., ed. A Companion to Theoretical Econometrics. Oxford, United Kingdom: Blackwell .
- 10.1162/003465300559037 · DOI · Paper page
- Forni M., 2001, Econometric Theory, 17, 1113, 10.1017/S0266466601176048 · doi:10.1017/s0266466601176048
- 10.1016/0304-4076(94)01658-M · DOI · Paper page
- 10.2307/1913851 · DOI · Paper page
- 10.1198/016214506000001275 · DOI
- 10.2307/1912775 · DOI · Paper page
- Harding , M. Lamarche , C. ( 2011 ). Least Squares Estimation of a Panel Data Model with Multifactor Error Structure and Endogenous Covariates. Mimeo . · doi:10.1016/j.econlet.2011.02.001
- Heckman J. J., 1981, Structural Analysis of Discrete Data with Econometric Applications, 114
- 10.2307/1913103 · DOI · Paper page
- 10.1017/CBO9780511754203 · DOI · Paper page
- 10.1007/s11749-007-0046-x · DOI · Paper page
- John S., 1971, Biometrica, 58, 123
- 10.1080/01621459.1975.10482485 · DOI · Paper page
- 10.1198/jbes.2009.07239 · doi:10.1198/jbes.2009.07239
- Kapetanios , G. Pesaran , M. H. ( 2007 ). Sample properties of cross section augmented estimators for panel data models with residual multifactor structures. In: Phillips, G. D. A., Tzavalis, E., eds. Refinement of Econometric Estimation and Test Procedures: Finite Sample and Asymptotic Analysis. Cambridge, United Kingdom: Cambridge University Press .
- 10.1016/j.jeconom.2006.09.004 · DOI
- 10.1016/j.jeconom.2009.10.025 · DOI · Paper page
- 10.1016/0167-9473(94)00010-G · doi:10.1016/0167-9473(94)00010-g
- Lawley D. N., 1971, Factor Analysis as a Statistical Method.
- 10.1214/aos/1031689018 · DOI · Paper page
- 10.1111/j.1468-0262.2004.00558.x · DOI · Paper page
- 10.1016/j.jeconom.2005.10.004 · DOI
- 10.1081/ETC-200040777 · doi:10.1081/etc-200040777
- 10.2307/1913646 · DOI · Paper page
- 10.2307/20076374 · DOI
- 10.1080/01621459.1934.10506246 · doi:10.1080/01621459.1934.10506246
- 10.2307/1913610 · DOI · Paper page
- 10.3982/ECTA6964 · DOI · Paper page
- Pesaran , M. H. ( 2002 ). Estimation and Inference in Large Heterogenous Panels with Cross Section Dependence. Mimeo . · DOI
- Pesaran , M. H. ( 2004 ). General diagnostic tests for cross section dependence in panels. University of Cambridge, Faculty of Economics, Cambridge Working Papers in Economics No. 0435 . · DOI · Paper page
- 10.1111/j.1468-0262.2006.00692.x · DOI · Paper page
- Pesaran , M. H. Tosetti , E. ( 2011 ). Large Panels with Common Factors and Spatial Correlations. Mimeo . · DOI · Paper page
- 10.1111/j.1368-423X.2007.00227.x · DOI · Paper page
- 10.1111/1368-423X.00108 · DOI · Paper page
- 10.1016/j.jeconom.2006.03.009 · DOI · Paper page
- 10.1016/j.jmva.2006.11.012 · doi:10.1016/j.jmva.2006.11.012
- 10.1111/j.1368-423X.2008.00260.x · DOI · Paper page
- Sarafidis , V. Yamagata , T. Robertson , D. ( 2009 ). A test of cross section dependence for a linear dynamic panel model with regressors. Journal of Econometrics 148;149–161 . · DOI · Paper page
- 10.2307/1907619 · DOI · Paper page
- Srivastava S., 1987, Seemingly Unrelated Regression Equations Models
- 10.1016/0304-4076(79)90061-7 · DOI
- 10.1080/01621459.1934.10506245 · doi:10.1080/01621459.1934.10506245
- 10.2307/143141 · DOI · Paper page
- Wansbeek , T. J. Knaap , T. ( 1999 ). Estimating a dynamic panel data model with heterogenous trends. Annales d' Economie et de Statistique 55–56:331–350 . · doi:10.2307/20076202
- Wansbeek T. J., 2000, Measurement Error and Latent Variables in Econometrics
- 10.1007/s11749-007-0050-1 · doi:10.1007/s11749-007-0050-1
- 10.1016/j.jeconom.2008.08.005 · doi:10.1016/j.jeconom.2008.08.005
- 10.1080/01621459.1962.10480664 · DOI · Paper page
Cited by
Testing Weak Cross-Sectional Dependence in Large Panels
Pesaran, M. H. (2015) · Econometric Reviews · doi:10.1080/07474938.2014.956623 · Cited by 2,950
Green finance, fintech and environmental protection: evidence from China
Muganyi, T., Yan, L., & Sun, H.-P. (2021) · Environmental Science and Ecotechnology · doi:10.1016/j.ese.2021.100107 · Cited by 626
Grouped Patterns of Heterogeneity in Panel Data
Bonhomme, S., & Manresa, E. (2015) · Econometrica · doi:10.3982/ecta11319 · Cited by 451
Nenavath, S. (2022) · Renewable Energy · doi:10.1016/j.renene.2022.05.020 · Cited by 181
Nnyanzi, J. B., Kavuma, S., Sseruyange, J., & Nanyiti, A. (2022) · Journal of Industrial and Business Economics · doi:10.1007/s40812-022-00216-2 · Cited by 14
Metadata
- Authors
- Sarafidis, V., & Wansbeek, T.
- Venue
- Econometric Reviews
- Publisher
- Informa UK Limited
- Published
- 2011-10-10
- Volume
- 31
- Issue
- 5
- Pages
- 483-531
- ISSN
- 0747-4938 (ISSN-L)
- 1532-4168
- OpenAlex
- W1514008530
- Cited by
- 497
- References
- 8
- FWCI
- 37.84
- Type
- journal article
- Language
- en
- Open access
- green
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