{"product_id":"longitudinal-and-panel-data-analysis-and-applications-in-the-social-sciences-paperback-9780521535380","title":"Longitudinal and Panel Data; Analysis and Applications in the Social Sciences (Paperback) 9780521535380","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eLongitudinal and Panel Data\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eAnalysis and Applications in the Social Sciences\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eAn introduction to foundations and applications for quantitatively oriented graduate social-science students and individual researchers.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eEdward W. Frees (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780521535380, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 16 August 2004\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e484 pages\u003cbr\u003e22.9 x 15.2 x 2.7 cm, 0.7 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThis 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Introduction\u003cbr\u003e Part I. Linear Models: 2. Fixed effects models\u003cbr\u003e 3. Models with random effects\u003cbr\u003e 4. Prediction and Bayesian Inference\u003cbr\u003e 5. Multilevel models\u003cbr\u003e 6. Random regressors\u003cbr\u003e 7. Modeling issues\u003cbr\u003e 8. Dynamic models\u003cbr\u003e Part II. Nonlinear Models: 9. Binary dependent variables\u003cbr\u003e 10. Generalized linear models\u003cbr\u003e 11. Categorical dependent variables and survival models\u003cbr\u003e Appendix A. Elements of Matrix Algebra\u003cbr\u003e Appendix B. Normal distribution\u003cbr\u003e Appendix C. Likelihood-based inference\u003cbr\u003e Appendix D. Kalman Filter\u003cbr\u003e Appendix E. Symbols and notation\u003cbr\u003e Appendix F. Selected longitudinal and panel data sets\u003cbr\u003e Appendix G. References.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e], Business mathematics \u0026amp; systems [\u003ca title=\"See our other books on Business mathematics \u0026amp; systems\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Business%20mathematics%20\u0026amp;%20systems%20%5BKJQ%5D%22\"\u003eKJQ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46004418117912,"sku":"9780521535380","price":44.69,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780521535380i_a88fa269-44cf-4084-95b9-90208ba72590.jpg?v=1691369256","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/longitudinal-and-panel-data-analysis-and-applications-in-the-social-sciences-paperback-9780521535380","provider":"Freshly Printed Books","version":"1.0","type":"link"}