Chatterjee, Samprit 1938- creator Simonoff, Jeffrey S. text bibliography Electronic books. Handbooks and manuals. Electronic books. nju 2013 monographic eng

electronic resource

1 online resource. "Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site."--Provided by publisher. Part I. The multiple linear regression model -- 1. Multiple linear regression -- 2. Model building -- Part II. Addressing violations of assumptions -- 3. Diagnostics for unusual observations -- 4. Transformations and linearizable models -- 5. Time series data and autocorrelation -- Part III. Categorical predictors -- 6. Analysis of variance -- 7. Analysis of covariance -- Part IV. Other regression models -- 8. Logistic regression -- 9. Multinomial regression -- 10. Count regression -- 11. Nonlinear regression. Samprit Chatterjee, Jeffrey S. Simonoff. "Written by two established experts in the field, the purpose of this handbook is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of the subject matter, but it is deliberately written at an accessible level. The handbook will provide a quick and convenient reference or "refresher" on ideas and methods that are useful for the accurate analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (such as linear, nonlinear, and nonparametric regressions). Plentiful references are supplied for the more motivated readers. Theory is presented when necessary, and always supplemented by hands-on examples. Software routines are available via an author-maintained web site"--Provided by publisher. Includes bibliographical references and index. Regression analysis Handbooks, manuals, etc MATHEMATICS Probability & Statistics Regression Analysis Regression analysis Regressionsanalys QA278.2 519.5/36 MAT029030 Chatterjee, Samprit, 1938- Hoboken, New Jersey : Wiley, 2013 (DLC) 2012045175 9781118532836 111853283X 9781118532812 1118532813 9781118532829 1118532821 9781118532843 1118532848 2012046309 http://onlinelibrary.wiley.com/book/10.1002/9781118532843 http://onlinelibrary.wiley.com/book/10.1002/9781118532843 DLC 121115 20171113105909.0 ocn818466573 eng