000 02789cam a2200325 i 4500
001 20802239
003 OSt
005 20260108092235.0
008 190107s2019 enk b 001 0 eng
010 _a 2018050049
020 _a9781138389670 (pbk. : alk. paper)
040 _aDLC
_beng
_cDLC
_erda
_dDLC
042 _apcc
082 0 0 _a330.0151
_223
_bSUL
100 1 _aSul, Donggyu
_d1965-
_eauthor.
245 1 0 _aPanel data econometrics :
_bCommon factor analysis for empirical researchers /
_cDonggyu Sul.
250 _a1 Edition.
264 1 _aAbingdon, Oxon ;
_aNew York, NY :
_bRoutledge, Taylor & Francis Group,
_c2019.
300 _axiii, 150 pages ;
_c24 cm
336 _atext
_btxt
_2rdacontent
365 _bRs. 3743.00
504 _aIncludes bibliographical references and index.
505 0 _aBasic structure of panel data -- Statistical models for cross sectional dependence -- Factor number identification -- Decomposition of panel : estimation of common and idiosyncratic -- Identification of common factors -- Static and dynamic relationships -- Convergence -- Appendix: basic panel regressions -- References -- Index.
520 _aIn the last 20 years, econometric theory on panel data has developed rapidly, particularly for analyzing common behaviors among individuals over time. Meanwhile, the statistical methods employed by applied researchers have not kept up-to-date. This book attempts to fill in this gap by teaching researchers how to use the latest panel estimation methods correctly. Almost all applied economics articles use panel data or panel regressions. However, many empirical results from typical panel data analyses are not correctly executed. This book aims to help applied researchers to run panel regressions correctly and avoid common mistakes. The book explains how to model cross-sectional dependence, how to estimate a few key common variables, and how to identify them. It also provides guidance on how to separate out the long-run relationship and common dynamic and idiosyncratic dynamic relationships from a set of panel data. Aimed at applied researchers who want to learn about panel data econometrics by running statistical software, this book provides clear guidance and is supported by a full range of online teaching and learning materials. It includes practice sections on MATLAB, STATA, and GAUSS throughout, along with short and simple econometric theories on basic panel regressions for those who are unfamiliar with econometric theory on traditional panel regressions.
650 0 _aPanel analysis.
650 0 _aEconometric models.
906 _a7
_bcbc
_corignew
_d1
_eecip
_f20
_gy-gencatlg
942 _2ddc
_cBK
999 _c113895
_d113895