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100   $a20100611d2004||||  uy|            0
101 0 $aeng
135   $aur|||||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aLongitudinal and panel data $eanalysis and applications in the social sciences /$fEdward W. Frees$b[electronic resource]
210  1$aCambridge :$cCambridge University Press,$d2004.
215   $a1 online resource (xvi, 467 pages) $cdigital, PDF file(s)
300   $aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
311   $a0-521-53538-7 
311   $a0-521-82828-7 
327   $aCover; Half-title; Title; Copyright; Contents; Preface; 1 Introduction; 2 Fixed-Effects Models; 3 Models with Random Effects; 4 Prediction and Bayesian Inference; 5 Multilevel Models; 6 Stochastic Regressors; 7 Modeling Issues; 8 Dynamic Models; 9 Binary Dependent Variables; 10 Generalized Linear Models; 11 Categorical Dependent Variables and Survival Models; Appendix A Elements of Matrix Algebra; Appendix B Normal Distribution; Appendix C Likelihood-Based Inference; Appendix D State Space Model and the Kalman Filter; Appendix E Symbols and Notation
327   $aAppendix F Selected Longitudinal and Panel Data SetsReferences; Index
330   $aThis focuses on models and data that arise from repeated observations of a cross-section of individuals, households or companies. These models have found important applications within business, economics, education, political science and other social science disciplines. The author introduces the foundations of longitudinal and panel data analysis at a level suitable for quantitatively oriented graduate social science students as well as individual researchers. He emphasizes mathematical and statistical fundamentals but also describes substantive applications from across the social sciences, showing the breadth and scope that these models enjoy.  The applications are enhanced by real-world data sets and software programs in SAS and Stata.
517 3 $aLongitudinal & Panel Data
606   $aSocial sciences$xResearch$xStatistical methods
606   $aLongitudinal method
606   $aPanel analysis
606   $aSocial sciences$xMathematical models
606   $aSocial sciences$xStatistical methods
615  0$aSocial sciences$xResearch$xStatistical methods.
615  0$aLongitudinal method.
615  0$aPanel analysis.
615  0$aSocial sciences$xMathematical models.
615  0$aSocial sciences$xStatistical methods.
676   $a300/.72/7
700   $aFrees$b Edward W.$0497337
801  0$bUkCbUP
801  1$bUkCbUP
906   $aBOOK
912   $a9910458150503321
996   $aLongitudinal and panel data$9752858
997   $aUNINA