LEADER 03781nam 22005895 450 001 9910483080903321 005 20250610110536.0 010 $a9783030520632 010 $a3030520633 024 7 $a10.1007/978-3-030-52063-2 035 $a(CKB)4100000011558707 035 $a(DE-He213)978-3-030-52063-2 035 $a(MiAaPQ)EBC6523226 035 $a(Au-PeEL)EBL6523226 035 $a(OCoLC)1225562834 035 $a(PPN)252509706 035 $a(MiAaPQ)EBC31886911 035 $a(Au-PeEL)EBL31886911 035 $a(MiAaPQ)EBC6383598 035 $a(MiAaPQ)EBC29090655 035 $a(EXLCZ)994100000011558707 100 $a20201102d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aLinear Model Theory $eWith Examples and Exercises /$fby Dale L. Zimmerman 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XXI, 504 p. 14 illus.) 311 08$a9783030520625 311 08$a3030520625 327 $aPreface -- 1 A Brief Introduction -- 2 Selected Matrix Algebra Topics and Results -- 3 Generalized Inverses and Solutions to Systems of Linear Equations -- 4 Moments of a Random Vector and of Linear and Quadratic Forms in a Random Vector -- 5 Types of Linear Models -- 6 Estimability -- 7 Least Squares Estimation for the Gauss-Markov Model -- 8 Least Squares Geometry and the Overall ANOVA -- 9 Least Squares Estimation and ANOVA for Partitioned Models -- 10 Constrained Least Squares Estimation and ANOVA -- 11 Best Linear Unbiased Estimation for the Aitken Model -- 12 Model Misspecification -- 13 Best Linear Unbiased Prediction -- 14 Distribution Theory -- 15 Inference for Estimable and Predictable Functions -- 16 Inference for Variance-Covariance Parameters -- 17 Empirical BLUE and BLUP -- Index. 330 $aThis textbook presents a unified and rigorous approach to best linear unbiased estimation and prediction of parameters and random quantities in linear models, as well as other theory upon which much of the statistical methodology associated with linear models is based. The single most unique feature of the book is that each major concept or result is illustrated with one or more concrete examples or special cases. Commonly used methodologies based on the theory are presented in methodological interludes scattered throughout the book, along with a wealth of exercises that will benefit students and instructors alike. Generalized inverses are used throughout, so that the model matrix and various other matrices are not required to have full rank. Considerably more emphasis is given to estimability, partitioned analyses of variance, constrained least squares, effects of model misspecification, and most especially prediction than in many other textbooks on linear models. This book is intended for master and PhD students with a basic grasp of statistical theory, matrix algebra and applied regression analysis, and for instructors of linear models courses. Solutions to the book?s exercises are available in the companion volume Linear Model Theory - Exercises and Solutions by the same author. 606 $aStatistics 606 $aAlgebras, Linear 606 $aStatistical Theory and Methods 606 $aLinear Algebra 615 0$aStatistics. 615 0$aAlgebras, Linear. 615 14$aStatistical Theory and Methods. 615 24$aLinear Algebra. 676 $a519.5 700 $aZimmerman$b Dale L.$0845466 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483080903321 996 $aLinear Model Theory$91887119 997 $aUNINA LEADER 01929nam0 22004213i 450 001 TO01135954 005 20251003044409.0 100 $a20170215d1983 ||||0itac50 ba 101 | $aita 102 $abe 181 1$6z01$ai $bxxxe 182 1$6z01$an 183 1$6z01$anc$2RDAcarrier 200 1 $aˆLa ‰rappresentatività delle donne nel sindacato$eil quadro della situazione in Europa occidentale 210 $aBruxelles$cIstituto sindacale europeo$d1983 215 $a60 p.$d21 cm. 225 | $aInfo$v6 410 0$1001LO10394082$12001 $aInfo$v6 606 $aSindacati$xDonne$xdiritti$2FIR$3IEIC293982$9I 676 $a331.880922$9SINDACATI. Biografia collettiva$v23 696 $aAssociazioni sindacali$aOrganizzazioni sindacali$aOrganizzazione sindacale$aDonna 699 $aSindacati$yAssociazioni sindacali 699 $aSindacati$yOrganizzazioni sindacali 699 $aSindacati$zOrganizzazione sindacale 699 $aDonne$zDonna 712 02$aIstituto sindacale europeo$3MILV100273 791 02$aInstitut syndical europeen$3MILV100274$zIstituto sindacale europeo 791 02$aEuropean trade union institute$3SBNV008432$zIstituto sindacale europeo 791 02$aISE$3SBNV008433$zIstituto sindacale europeo 791 02$aETUI$3SBNV008434$zIstituto sindacale europeo 801 3$aIT$bIT-000000$c20170215 850 $aIT-BN0095 901 $bNAP 01$cPOZZO LIB.$nVi sono collocati fondi di economia, periodici di ingegneria e scienze, periodici di economia e statistica e altri fondi comprendenti documenti di economia pervenuti in dono. 912 $aTO01135954 950 0$aBiblioteca Centralizzata di Ateneo$c1 v.$d 01POZZO LIB.F. SANTI 676$e 0101 0060035305E VMA 1 v. (Precedente collocazione S 797)$fB $h20221118$i20221118 977 $a 01 996 $aRappresentatività delle donne nel sindacato$92965094 997 $aUNISANNIO