04028cam a2200745 i 4500 ocn835118592 OCoLC 20171107081347.0 m o d cr ||||||||||| 130401s2013 nju ob 001 0 eng 2013013415 9781118592991 (epub) 1118592999 (epub) 9781118593066 (pdf) 1118593065 (pdf) 9781118593011 (mobi) 1118593014 (mobi) 9781118651537 1118651537 1118091574 (hardback) 9781118091579 (hardback) 9781118091579 (hardback) AU@ 000052905930 CHBIS 010131805 CHNEW 000720298 CHVBK 314708774 DEBSZ 431490937 DKDLA 820120-katalog:000696872 DEBSZ 428124941 (OCoLC)835118592 (OCoLC)880871175 (OCoLC)960200951 (OCoLC)966356263 (OCoLC)966371037 (OCoLC)966371096 DLC eng rda pn DLC N$T EBLCP E7B UPM DG1 OCLCF CUS CDX YDXCP AU@ DEBSZ COO OCLCQ LOA DG1 pcc MAIN QA279 MAT 003000 bisacsh MAT 029000 bisacsh 519.5/38 23 MAT029000 bisacsh Demidenko, Eugene, 1948- Mixed models : theory and applications with R / Eugene Demidenko. [electronic resource] Second [edition]. Hoboken : Wiley, 2013. 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier Wiley series in probability and statistics ; 893 Includes bibliographical references and index. Preface -- Preface to the Second Edition -- R software and functions -- Data Sets -- Open Problems in Mixed Models -- 1. Introduction: Why Mixed Models? -- 2. MLE for the LME Model -- 3. Statistical Properties of the LME Model -- 4. Growth Curve Model and Generalizations -- 5. Meta-analysis Model -- 6. Nonlinear Marginal Model -- 7. Generalized Linear Mixed Models -- 8. Nonlinear Mixed Effects Model -- 9. Diagnostics and Influence Analysis -- 10. Tumor Regrowth Curves -- 11. Statistical Analysis of Shape -- 12. Statistical Image Analysis -- 13. Appendix: Useful Facts and Formulas. "Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in-depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. The new edition includes significant updating, over 300 exercises, stimulating chapter projects and model simulations, inclusion of R subroutines, and a revised text format. The target audience continues to be graduate students and researchers. An author-maintained web site is available with solutions to exercises and a compendium of relevant data sets"-- Provided by publisher. Print version record and CIP data provided by publisher. Analysis of variance. Analysis of variance. Mathematics. Statistical analysis. MATHEMATICS Probability & Statistics General. bisacsh Analysis of variance. fast (OCoLC)fst00808330 Electronic books. Electronic books. local Print version: Demidenko, Eugene, 1948- Mixed models. Second [edition]. Hoboken : Wiley, 2013 9781118091579 (DLC) 2013001306 Wiley series in probability and statistics ; 893. http://onlinelibrary.wiley.com/book/10.1002/9781118651537 Wiley Online Library ddc BK 206625 206625