{"product_id":"regression-and-anova-an-integrated-approach-using-sas-software-paperback-softback-9780471469438","title":"Regression and ANOVA; An Integrated Approach Using SAS Software (Paperback \/ softback) 9780471469438","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eRegression and ANOVA\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eAn Integrated Approach Using SAS Software\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eKeith E. Muller (Author), Bethel A. Fetterman (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471469438, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 13 June 2003\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e592 pages\u003cbr\u003e27.7 x 20.8 x 3.6 cm, 1.361 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e“…very useful to applied scientists and for graduate level courses in areas of non-mathematical statistics…” (\u003ci\u003eZentralblatt Math\u003c\/i\u003e, Vol.1039, No.8, 2004)\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eThe information contained in this book has served as the basis for a graduate-level biostatistics class at the University of North Carolina at Chapel Hill. The book focuses in the General Linear Model (GLM) theory, stated in matrix terms, which provides a more compact, clear, and unified presentation of regression of ANOVA than do traditional sums of squares and scalar equations.\u003cbr\u003e \u003cbr\u003e The book contains a balanced treatment of regression and ANOVA yet is very compact. Reflecting current computational practice, most sums of squares formulas and associated theory, especially in ANOVA, are not included. The text contains almost no proofs, despite the presence of a large number of basic theoretical results. Many numerical examples are provided, and include both the SAS code and equivalent mathematical representation needed to produce the outputs that are presented.\u003cbr\u003e \u003cbr\u003e All exercises involve only \"real\" data, collected in the course of scientific research. The book is divided into sections covering the following topics:\u003cbr\u003e * Basic Theory\u003cbr\u003e * Multiple Regression\u003cbr\u003e * Model Building and Evaluation\u003cbr\u003e * ANOVA\u003cbr\u003e * ANCOVA\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePreface. \u003cp\u003eExamples and Limits of the GLM.\u003c\/p\u003e \u003cp\u003eStatement of the Model, Estimation, and Testing.\u003c\/p\u003e \u003cp\u003eSome Distributions for the GLM.\u003c\/p\u003e \u003cp\u003eMultiple Regression: General Considerations.\u003c\/p\u003e \u003cp\u003eTesting Hypotheses in Multiple Regression.\u003c\/p\u003e \u003cp\u003eCorrelations.\u003c\/p\u003e \u003cp\u003eGLM Assumption Diagnostics.\u003c\/p\u003e \u003cp\u003eGLM Computation Diagnostics.\u003c\/p\u003e \u003cp\u003ePolynomial Regression.\u003c\/p\u003e \u003cp\u003eTransformations.\u003c\/p\u003e \u003cp\u003eSelecting the Best Model.\u003c\/p\u003e \u003cp\u003eCoding Schemes for Regression.\u003c\/p\u003e \u003cp\u003eOne-Way ANOVA.\u003c\/p\u003e \u003cp\u003eComplete, Two-Way Factorial ANOVA.\u003c\/p\u003e \u003cp\u003eSpecial Cases of Two-Way ANOVA and Random Effects Basics.\u003c\/p\u003e \u003cp\u003eThe Full Model in Every Cell (ANCOVA as a Special Case).\u003c\/p\u003e \u003cp\u003eUnderstanding and Computing Power for the GLM.\u003c\/p\u003e \u003cp\u003eAppendix A. Matrix Algebra for Linear Models.\u003c\/p\u003e \u003cp\u003eAppendix B. Statistical Tables.\u003c\/p\u003e \u003cp\u003eAppendix C. Study Guide for Linear Model Theory.\u003c\/p\u003e \u003cp\u003eAppendix D. Homework and Example Data.\u003c\/p\u003e \u003cp\u003eAppendix E. Introduction to SAS\/IML.\u003c\/p\u003e \u003cp\u003eAppendix F. A Brief Manual to LINMOD.\u003c\/p\u003e \u003cp\u003eAppendix G. SAS\/IML Power Program User's Guide.\u003c\/p\u003e \u003cp\u003eAppendix H. Regression Model Selection Data.\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-SAS","offers":[{"title":"Brand New","offer_id":52293485527320,"sku":"9780471469438","price":83.29,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471469438.jpg?v=1781641843","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/regression-and-anova-an-integrated-approach-using-sas-software-paperback-softback-9780471469438","provider":"Freshly Printed Books","version":"1.0","type":"link"}