analysis and applications in the social sciences /
نام نخستين پديدآور
Edward W. Frees.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
New York :
نام ناشر، پخش کننده و غيره
Cambridge University Press,
تاریخ نشرو بخش و غیره
2004.
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (xvi, 467 pages) :
ساير جزييات
illustrations
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references (pages 451-462) and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.