cam a22 4 4500 282813659 CHVBK 20201204110852.0 130818s2006 xxu 00 eng GBA6-12954 bnb 1-58488-424-X hbk. 978-1-58488-424-8 (IDSSG)000364831 (SBT)000581487 (NEBIS)005167355 (IDSBB)003793461 StDuBDS ger SzZuIDS HSG kids QA279 .F368 2006 519.5 22 510 15 MR 2800 rvk QH 233 rvk RB 10103 rvk SK 830 rvk ST 601 rvk CH0013F65181E5EC5A8D8C12572B100378FDA iCapture Faraway Julian J. Julian James Extending the linear model with R generalized linear, mixed effects and nonparametric regression models Julian J. Faraway Boca Raton, Fla. Chapman & Hall/CRC 2006 301 p. Ill. Texts in statistical science [66] 66 (IDSSG)000450658 032736789 Includes bibliographical references and index This modern statistics text discusses the extension of the linear model through the regression model. It extensively addresses the generalized linear model, GLM diagnostics, generalized linear mixed models, trees, and the use of neural networks in the field of statistics. It discusses the regression model in three forms: through the use of dummy variables for qualitative predictors, by allowing transformation of variables as in the Box-Cox transformation, and the use of weights which allow heterogeneous error structures and the exclusion of outliers. R is used throughout the book to aid with computation and model building. Varianzanalyse (DE-588)4187413-4 gnd Nichtparametrische Regression (DE-588)4745075-7 gnd Verallgemeinertes lineares Modell (DE-588)4124382-1 gnd Gemischtes Modell (DE-588)4156565-4 gnd R (Programm) (DE-588)4705956-4 gnd Regressionsanalyse (DE-588)4129903-6 gnd KORRELATIONSANALYSE + REGRESSIONSANALYSE (MULTIVARIATE STATISTIK) ger (ETHUDK)000013604 ethudk STATISTIKSOFTWARE ger (ETHUDK)000043505 ethudk VARIANZANALYSE + KOVARIANZANALYSE (MULTIVARIATE STATISTIK) ger (ETHUDK)000013603 ethudk VERALLGEMEINERTE LINEARE MODELLE (MATHEMATISCHE STATISTIK) ger (ETHUDK)000054638 ethudk Analysis of variance Regression analysis R (Computer program language) Mathematical models Regression (Math) R (Programmiersprache) idsbb R (Programmiersprache) Regression (Math.) idsbb Lehrbuch gnd u G.3 PROBABILITY AND STATISTICS idsuzh UM u 62J12 Generalized linear models idsuzh UT u 62-02 Research expositions (monographs, survey articles) idsuzh UT u 62-04 Explicit machine computation and programs (not the theory of computation or programming) idsuzh UT u Statistik idsuzh VK u 519.538 Analisi della varianza e della covarianza sbt TE u VERALLGEMEINERTE LINEARE MODELLE (MATHEMATISCHE STATISTIK) ger 519.22,021 nebis E1 u VARIANZANALYSE + KOVARIANZANALYSE (MULTIVARIATE STATISTIK) ger 519.237.4 nebis E1 u KORRELATIONSANALYSE + REGRESSIONSANALYSE (MULTIVARIATE STATISTIK) ger 519.237.5 nebis E1 u STATISTIKSOFTWARE ger 519.22%519.68,1 nebis E1 u GENERALIZED LINEAR MODELS (MATHEMATICAL STATISTICS) eng 519.22,021 nebis E1 u MODÈLES LINÉAIRES GÉNÉRALISÉS (STATISTIQUE MATHÉMATIQUE) fre 519.22,021 nebis E1 u VARIANCE ANALYSIS + COVARIANCE ANALYSIS (MULTIVARIATE STATISTICS) eng 519.237.4 nebis E1 u ANALYSE DE VARIANCE + ANALYSE DE COVARIANCE (STATISTIQUE MULTIDIMENSIONNELLE) fre 519.237.4 nebis E1 u CORRELATION ANALYSIS + REGRESSION ANALYSIS (MULTIVARIATE STATISTICS) eng 519.237.5 nebis E1 u ANALYSE DE CORRÉLATION + ANALYSE DE RÉGRESSION (STATISTIQUE MULTIDIMENSIONNELLE) fre 519.237.5 nebis E1 u STATISTICAL SOFTWARE eng 519.22%519.68,1 nebis E1 u LOGICIELS STATISTIQUES fre 519.22%519.68,1 nebis E1 http://unisg.link/hm00178877 Inhaltsverzeichnis http://www.loc.gov/catdir/enhancements/fy0646/2005054822-d.html Abstract BK020000 XK020000 XK020000 E07-20131009 nebis EN E10-20070215 nebis EN E43ANH-2006 nebis E5 E15-20060619 nebis EN ma SzBzSBTc 127 E01-20060918 mt SzZuIDS BS/BE IDSBB A206 A206 206KP PSY KPE/KPP 57 A. Meyer SBT LUBUL LUBUL 201 BUL A 519.538 FAR EXT NEBIS E07 E07 E07BI B 6/ 4-40718 NEBIS E10 E10 E10BI 05/1077 NEBIS E33 E33 E33BI 777 A (317727) IDSBB B542 B542 FH PW 7.2006.1 NELB5420601 IDSBB B552 B552 FH IPS HILF 328 NELB5520709 IDSBB A100 A100 100FM UBH Kt 16655 NELA1000605 IDSSG HSG HSG EG QH 234 F219 E9 NEBIS UFBI UFBI ULMAT QA279.F368 2006 NEBIS UIPZ UIPZ ULIPZ IPZ 4-889 NEBIS E01 E01 MG T 9471 NEBIS E02 E02 E02RB 62 FAR NEBIS ULING ULING ULPLU Cg 14600 NEBIS USIUZ USIUZ ULSUZ M 1674 IDSSG 100 1- Faraway Julian J. Julian James IDSSG 490 0- Texts in statistical science [66] 66 (IDSSG)000450658 032736789 IDSSG 856 4- http://unisg.link/hm00178877 Inhaltsverzeichnis IDSSG 856 4- http://www.loc.gov/catdir/enhancements/fy0646/2005054822-d.html Abstract SBT 100 1- Faraway Julian J. SBT 490 -- Texts in statistical science (SBT)000161668 NEBIS 490 -- Texts in statistical science NEBIS 700 1- Faraway Julian J. IDSBB 100 1- Faraway Julian James (DE-588)1059787571 IDSBB 490 0- Texts in statistical science NEBIS UZH50 EBI01 UIPZ https://opac.nebis.ch/objects/pdf_uzh50/5/978-1-58488-424-8_006379061.pdf Inhaltsverzeichnis VIEW pdf SWISSBIB 282813659 ORANGE 282813659