05201cam a2200757 i 4500 ocn818466573 OCoLC 20171113105909.0 m o d cr ||||||||||| 121115s2013 nju obf 001 0 eng 2012046309 9781118532836 (epub) 111853283X (epub) 9781118532812 (pdf) 1118532813 (pdf) 9781118532829 (mobi) 1118532821 (mobi) 9781118532843 1118532848 9780470887165 (hardback) AU@ 000050186450 CHNEW 000613247 CHVBK 303165308 DKDLA 820120-katalog:000600482 NLGGC 355355612 NZ1 14976965 NZ1 15548590 DEBBG BV043395195 (OCoLC)818466573 (OCoLC)961632814 (OCoLC)962650780 DLC eng rda pn DLC YDX N$T DG1 E7B CCO COO OCLCF DKDLA UKDOC LRU YDXCP OCL OCLCQ S3O DEBBG EBLCP AZK pcc MAIN QA278.2 MAT 029030 bisacsh 519.5/36 23 MAT029030 bisacsh Chatterjee, Samprit, 1938- Handbook of regression analysis / Samprit Chatterjee, Jeffrey S. Simonoff. [electronic resource] Hoboken, New Jersey : Wiley, 2013. 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier data file rda Bibliography Handbook Wiley handbooks in applied statistics "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. 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. "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. Print version record and CIP data provided by publisher. Regression analysis Handbooks, manuals, etc. MATHEMATICS Probability & Statistics Regression Analysis. bisacsh Regression analysis. fast (OCoLC)fst01432090 Regressionsanalys. sao Electronic books. Handbooks and manuals. fast (OCoLC)fst01423877 Electronic books. local Simonoff, Jeffrey S. Print version: Chatterjee, Samprit, 1938- Handbook of regression analysis. Hoboken, New Jersey : Wiley, 2013 9780470887165 (DLC) 2012045175 Wiley handbooks in applied statistics. http://onlinelibrary.wiley.com/book/10.1002/9781118532843 Wiley Online Library ddc BK 206260 206260