LEADER 05482nam 22006614a 450 001 9910143555803321 005 20170810185114.0 010 $a1-280-44838-5 010 $a9786610448388 010 $a0-470-00967-5 010 $a0-470-00966-7 035 $a(CKB)1000000000355635 035 $a(EBL)257544 035 $a(OCoLC)475973641 035 $a(SSID)ssj0000212012 035 $a(PQKBManifestationID)11174860 035 $a(PQKBTitleCode)TC0000212012 035 $a(PQKBWorkID)10136427 035 $a(PQKB)11634071 035 $a(MiAaPQ)EBC257544 035 $a(EXLCZ)991000000000355635 100 $a20051202d2006 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aNonparametric regression methods for longitudinal data analysis$b[electronic resource] $e[mixed-effects modeling approaches] /$fHulin Wu, Jin-Ting Zhang 210 $aHoboken, N.J. $cWiley-Interscience$dc2006 215 $a1 online resource (401 p.) 225 1 $aWiley series in probability and statistics 300 $aSubtitle from cover. 311 $a0-471-48350-8 320 $aIncludes bibliographical references (p. 347-361) and index. 327 $aNonparametric Regression Methods for Longitudinal Data Analysis; Preface; Contents; Acronyms; 1 Introduction; 1.1 Motivating Longitudinal Data Examples; 1.1.1 Progesterone Data; 1.1.2 ACTG 388 Data; 1.1.3 MACS Data; 1.2 Mixed-Effects Modeling: from Parametric to Nonparametric; 1.2.1 Parametric Mixed-Effects Models; 1.2.2 Nonparametric Regression and Smoothing; 1.2.3 Nonparametric Mixed-Effects Models; 1.3 Scope of the Book; 1.3.1 Building Blocks of the NPME Models; 1.3.2 Fundamental Development of the NPME Models; 1.3.3 Further Extensions of the NPME Models 327 $a1.4 Implementation of Methodologies1.5 Options for Reading This Book; 1.6 Bibliographical Notes; 2 Parametric Mixed-Effects Models; 2.1 Introduction; 2.2 Linear Mixed-Effects Model; 2.2.1 Model Specification; 2.2.2 Estimation of Fixed and Random-Effects; 2.2.3 Bayesian Interpretation; 2.2.4 Estimation of Variance Components; 2.2.5 The EM-Algorithms; 2.3 Nonlinear Mixed-Effects Model; 2.3.1 Model Specification; 2.3.2 Two-Stage Method; 2.3.3 First-Order Linearization Method; 2.3.4 Conditional First-Order Linearization Method; 2.4 Generalized Mixed-Effects Model 327 $a2.4.1 Generalized Linear Mixed-Effects Model2.4.2 Examples of GLME Model; 2.4.3 Generalized Nonlinear Mixed-Effects Model; 2.5 Summary and Bibliographical Notes; 2.6 Appendix: Proofs; 3 Nonparametric Regression Smoothers; 3.1 Introduction; 3.2 Local Polynomial Kernel Smoother; 3.2.1 General Degree LPK Smoother; 3.2.2 Local Constant and Linear Smoothers; 3.2.3 Kernel Function; 3.2.4 Bandwidth Selection; 3.2.5 An Illustrative Example; 3.3 Regression Splines; 3.3.1 Truncated Power Basis; 3.3.2 Regression Spline Smoother; 3.3.3 Selection of Number and Location of Knots 327 $a3.3.4 General Basis-Based Smoother3.4 Smoothing Splines; 3.4.1 Cubic Smoothing Splines; 3.4.2 General Degree Smoothing Splines; 3.4.3 Connection between a Smoothing Spline and a LME Model; 3.4.4 Connection between a Smoothing Spline and a State-Space Model; 3.4.5 Choice of Smoothing Parameters; 3.5 Penalized Splines; 3.5.1 Penalized Spline Smoother; 3.5.2 Connection between a Penalized Spline and a LME Model; 3.5.3 Choice of the Knots and Smoothing Parameter Selection; 3.5.4 Extension; 3.6 Linear Smoother; 3.7 Methods for Smoothing Parameter Selection; 3.7.1 Goodness of Fit 327 $a3.7.2 Model Complexity3.7.3 Cross-Validation; 3.7.4 Generalized Cross-Validation; 3.7.5 Generalized Maximum Likelihood; 3.7.6 Akaike Information Criterion; 3.7.7 Bayesian Information Criterion; 3.8 Summary and Bibliographical Notes; 4 Local Polynomial Methods; 4.1 Introduction; 4.2 Nonparametric Population Mean Model; 4.2.1 Naive Local Polynomial Kernel Method; 4.2.2 Local Polynomial Kernel GEE Method; 4.2.3 Fan-Zhang 's Two-step Method; 4.3 Nonparametric Mixed-Effects Model; 4.4 Local Polynomial Mixed-Effects Modeling; 4.4.1 Local Polynomial Approximation; 4.4.2 Local Likelihood Approach 327 $a4.4.3 Local Marginal Likelihood Estimation 330 $aIncorporates mixed-effects modeling techniques for more powerful and efficient methodsThis book presents current and effective nonparametric regression techniques for longitudinal data analysis and systematically investigates the incorporation of mixed-effects modeling techniques into various nonparametric regression models. The authors emphasize modeling ideas and inference methodologies, although some theoretical results for the justification of the proposed methods are presented.With its logical structure and organization, beginning with basic principles, the text develops t 410 0$aWiley series in probability and statistics. 606 $aNonparametric statistics 606 $aLongitudinal method$xMathematical models 608 $aElectronic books. 615 0$aNonparametric statistics. 615 0$aLongitudinal method$xMathematical models. 676 $a519.5/4 676 $a519.54 700 $aWu$b Hulin$01000622 701 $aZhang$b Jin-Ting$f1964-$01000623 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910143555803321 996 $aNonparametric regression methods for longitudinal data analysis$92296665 997 $aUNINA LEADER 03769nam 2200673Ia 450 001 9910972274603321 005 20251117082748.0 010 $a9786613110435 010 $a9781283110433 010 $a1283110431 010 $a9780820340517 010 $a0820340510 035 $a(CKB)2550000000032912 035 $a(SSID)ssj0000468871 035 $a(PQKBManifestationID)11335221 035 $a(PQKBTitleCode)TC0000468871 035 $a(PQKBWorkID)10508714 035 $a(PQKB)11043746 035 $a(MdBmJHUP)muse14659 035 $a(Au-PeEL)EBL3038976 035 $a(CaPaEBR)ebr10466230 035 $a(CaONFJC)MIL311043 035 $a(MiAaPQ)EBC3038976 035 $a(Perlego)839064 035 $a(EXLCZ)992550000000032912 100 $a19990414d2000 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 10$aErec and Enide /$fChretien de Troyes ; translated by Ruth Harwood Cline 205 $a1st ed. 210 $aAthens $cUniversity of Georgia Press$dc2000 215 $axxv, 225 p 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a9780820321462 311 08$a082032146X 320 $aIncludes bibliographical references (p. 215-225). 327 $aCOVER -- CONTENTS -- ACKNOWLEDGMENTS -- INTRODUCTION -- EREC AND ENIDE -- Prologue -- The Hunt of the White Stag -- The Sparrow Hawk -- The Kiss -- Erec's Wedding -- The Edinburgh Tournament -- Erec's Departure for Carnant -- Enide Recalls Erec to Chivalry -- The Three Robbers -- The Five Robbers -- Count Galoain -- Guivret the Small -- King Arthur's Court -- Cadoc of Cabruel and Two Giants -- Count Oringle of Limors -- Guivret Returns -- Guivret's Sisters -- The Joy of the Court -- Erec's Coronation -- NOTES -- BIBLIOGRAPHY. 330 8 $aErec and Enide marks the birth of the Arthurian romance as a literary genre. Written circa 1170, this version of the Griselda legend tells the story of the marriage of Erec, a handsome and courageous Welsh prince and knight of the Round Table, and Enide, an impoverished noblewoman. When the lovers become estranged because Erec neglects his knightly obligations, they subsequently ride off together on a series of adventures that culminate in their reconciliation and the liberation of a captive knight in an enchanted orchard. An innovative poet working during a time of great literary creativity, Chre?tien de Troyes wrote poems that had a lively pace, skillful structure, and vivid descriptive detail. Ruth Harwood Cline re-creates for modern audiences his irony, humor, and charm, while retaining the style and substance of the original octosyllabic couplets. Her thorough introduction includes discussions of courtly love and the Arthurian legend in history and literature, as well as a new and provocative theory about the identity of Chre?tien de Troyes. This clearly presented translation, faithful in preserving the subtle expressive qualities of the original work, is accessible reading for any Arthurian legend aficionado and an ideal text for students of medieval literature. 606 $aErec (Legendary character)$vRomances 606 $aRomances$vTranslations into English 606 $aKnights and knighthood$vRomances 606 $aArthurian romances 615 0$aErec (Legendary character) 615 0$aRomances 615 0$aKnights and knighthood 615 0$aArthurian romances. 676 $a841/.1 700 $aChre?tien$cde Troyes,$factive 12th century.$01462382 701 $aCline$b Ruth Harwood$01608754 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910972274603321 996 $aErec and Enide$94340779 997 $aUNINA