TY - BOOK AU - Seber,G.A.F. AU - Lee,A.J. ED - Wiley InterScience (Online service) TI - Linear regression analysis T2 - Wiley series in probability and statistics SN - 9780471722199 AV - QA278.2 .S4 2003 U1 - 519.5/36 22 PY - 2003/// CY - Hoboken, N.J. PB - Wiley-Interscience KW - Regression analysis KW - Linear regression KW - Mathematics KW - Analyse de régression KW - MATHEMATICS KW - Probability & Statistics KW - Regression Analysis KW - bisacsh KW - fast KW - Lineaire regressie KW - gtt KW - Regressieanalyse KW - Modelos lineares KW - larpcal KW - Análise de regressão e de correlação KW - Análise multivariada KW - Pesquisa e planejamento estatístico KW - Electronic books N1 - Includes bibliographical references (pages 531-548) and index; Front Matter -- Vectors of Random Variables -- Multivariate Normal Distribution -- Linear Regression: Estimation and Distribution Theory -- Hypothesis Testing -- Confidence Intervals and Regions -- Straight-Line Regression -- Polynomial Regression -- Analysis of Variance -- Departures from Underlying Assumptions -- Departures from Assumptions: Diagnosis and Remedies -- Computational Algorithms for Fitting a Regression -- Prediction and Model Selection -- Appendix A: Some Matrix Algebra -- Appendix B: Orthogonal Projections -- Appendix C: Tables -- Outline Solutions to Selected Exercises -- References -- Index -- Wiley Series in Probability and Statistics N2 - 'Concise, mathematically clear, and comprehensive treatment of the subject.* Expanded coverage of diagnostics and methods of model fitting.* Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models.* More than 200 problems throughout the book plus outline solutions for the exercises.* This revision has been extensively class-tested'--Provided by publisher UR - https://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780471722199 ER -