LEADER 02640nam 2200541Ia 450 001 9910144102803321 005 20170815113044.0 010 $a1-281-76672-0 010 $a9786611766726 010 $a0-470-37799-2 010 $a0-470-37797-6 035 $a(SSID)ssj0000192613 035 $a(PQKBManifestationID)11937190 035 $a(PQKBTitleCode)TC0000192613 035 $a(PQKBWorkID)10215881 035 $a(PQKB)10925176 035 $a(MiAaPQ)EBC362059 035 $a(EXLCZ)991000000000550804 100 $a20080131d2008 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aLinear models$b[electronic resource] $ethe theory and application of analysis of variance /$fBrenton R. Clarke 210 $aHoboken, N.J. $cWiley$dc2008 215 $a1 online resource (xviii, 241 p.) $cillustrated 225 1 $aWiley series in probability and statistics 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a0-470-02566-2 320 $aIncludes bibliographical references and index. 327 $aIntroduction -- Projection matrices and vector space theory -- Least squares theory -- Distribution theory -- Helmert matrices and orthogonal relationships -- Further discussion of ANOVA -- Residual analysis: diagnostics and robustness -- Models that include variance components -- Likelihood approaches -- Uncorrelated residuals formed from the linear model -- Further inferential questions relating to ANOVA. 330 $aAn insightful approach to the analysis of variance in the study of linear models Linear Models explores the theory of linear models and the dynamic relationships that these models have with Analysis of Variance (ANOVA), experimental design, and random and mixed-model effects. This one-of-a-kind book emphasizes an approach that clearly explains the distribution theory of linear models and experimental design starting from basic mathematical concepts in linear algebra. The author begins with a presentation of the classic fixed-effects linear model and goes on to illustrate eight common linear mode. 410 0$aWiley series in probability and statistics. 606 $aLinear models (Statistics) 606 $aAnalysis of variance 608 $aElectronic books. 615 0$aLinear models (Statistics) 615 0$aAnalysis of variance. 676 $a519.5/38 700 $aClarke$b Brenton R$0942479 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910144102803321 996 $aLinear models$92126818 997 $aUNINA