عنوان
پدید آورنده
موضوع
رده
HA29 .F6816 2004eb
HA29
.
F6816
2004eb
کتابخانه
محل استقرار
0511211694
0511213468
0511215274
0511217064
0511315694
0511790929
0521535387
0521828287
1107147549
1280540508
6610540500
9780511211690
9780511213465
9780511215278
9780511217067
9780511315695
9780511790928
9780521535380
9780521828284
9781107147546
9781280540509
9786610540501
0511211694
0521535387
0521828287
b799115
Longitudinal and panel data :
[Book]
analysis and applications in the social sciences /
Edward W. Frees.
New York :
Cambridge University Press,
2004.
1 online resource (xvi, 467 pages) :
illustrations
Includes bibliographical references (pages 451-462) and index.
1. Introduction -- Part I. Linear Models: 2. Fixed Effects Models -- 3. Models with Random Effects -- 4. Prediction and Bayesian Inference -- 5. Multilevel Models -- 6. Random Regressors: 7. Modeling Issues -- 8. Dynamic Models -- Part II. Nonlinear 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. Kalman Filter Appendix -- E. Symbols and Notation -- F. Selected Longitudinal and Panel Data Sets.
0
This 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.
Longitudinal and panel data.
Longitudinal method.
Panel analysis.
Social sciences-- Mathematical models.
Social sciences-- Research-- Statistical methods.
Social sciences-- Statistical methods.
Méthode longitudinale.
Panel (Psychologie sociale)
Sciences sociales-- Méthodes statistiques.
Sciences sociales-- Modèles mathématiques.
Sciences sociales-- Recherche-- Méthodes statistiques.
Ciências sociais (pesquisa;métodos estatísticos)
Data-analyse.
Empirische Sozialforschung
Längsschnittuntersuchung
Longitudinaal onderzoek.
Longitudinal method.
Panel analysis.
Panelanalyse
Panelanalyse.
SOCIAL SCIENCE-- Methodology.
SOCIAL SCIENCE-- Research.
Social sciences-- Mathematical models.
Social sciences-- Research-- Statistical methods.
Social sciences-- Statistical methods.
Social Sciences.
Statistics - General.
PBT
s1se
SOC-- 019000
SOC-- 024000
300/
.
72/7
22
HA29
.
F6816
2004eb
31
.
73
MR
2100
QH
244
bcl
rvk
rvk
Frees, Edward W.
20201207113701.0
pn
مطالعه متن کتاب [Book]
Y
