LEADER 04279nam 2200685Ia 450 001 9910141163703321 005 20240514070003.0 010 $a1-283-40958-5 010 $a9786613409584 010 $a1-118-14764-2 010 $a1-118-14763-4 010 $a1-118-14766-9 035 $a(CKB)2670000000138105 035 $a(EBL)818475 035 $a(OCoLC)771875964 035 $a(SSID)ssj0000634110 035 $a(PQKBManifestationID)11444457 035 $a(PQKBTitleCode)TC0000634110 035 $a(PQKBWorkID)10640854 035 $a(PQKB)11542846 035 $a(MiAaPQ)EBC818475 035 $a(Au-PeEL)EBL818475 035 $a(CaPaEBR)ebr10524059 035 $a(CaONFJC)MIL340958 035 $a(PPN)263351351 035 $a(EXLCZ)992670000000138105 100 $a20070425d2012 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aDesign and analysis of experiments$hVolume 3$iSpecial designs and applications /$fedited by Klaus Hinkelmann 205 $a1st ed. 210 $aHoboken, NJ $cWiley-Interscience$d2012 215 $a1 online resource (596 p.) 225 1 $aWiley series in probability and statistics 300 $aDescription based upon print version of record. 311 $a0-470-53068-5 320 $aIncludes bibliographical references and indexes. 327 $a1.9.1 Triallel or Three-Way Crosses1.9.2 Double- or Four-Way Crosses; 1.10 COMPUTATION; ACKNOWLEDGMENTS; REFERENCES; CHAPTER 2: Design of Gene Expression Microarray Experiments; 2.1 INTRODUCTION; 2.2 GENE EXPRESSION MICROARRAY TECHNOLOGY; 2.2.1 Introduction; 2.2.2 Definition of a Microarray; 2.2.3 Using Microarrays to Measure Gene Expression; 2.2.4 Types of Gene Expression in Microarrays; 2.3 PREPROCESSING OF MICROARRAY FLUORESCENCE INTENSITIES; 2.3.1 Introduction; 2.3.2 Background Correction; 2.3.3 Normalization; 2.3.4 Summarization 327 $a2.4 INTRODUCTION TO GENE EXPRESSION MICROARRAY EXPERIMENTAL DESIGN2.5 TWO-TREATMENT EXPERIMENTS USING TWO-COLOR MICROARRAYS; 2.6 TWO-COLOR MICROARRAY EXPERIMENTS INVOLVING MORE THAN TWO TREATMENTS; 2.7 MULTIFACTOR TWO-COLOR MICROARRAY EXPERIMENTS; 2.7.1 Introduction; 2.7.2 Admissible Designs; 2.7.3 w-Optimal Designs; 2.7.4 e-Efficiency; 2.8 PHASE 2 DESIGNS FOR COMPLEX PHASE 1 DESIGNS; REFERENCES; CHAPTER 3: Spatial Analysis of Agricultural Field Experiments; 3.1 INTRODUCTION; 3.2 METHODS TO ACCOUNT FOR SPATIAL VARIATION; 3.2.1 Design of Experiments; 3.2.2 Spatial Analysis Methods 327 $a3.3 A SPATIAL LINEAR MIXED MODEL3.3.1 Estimation, Prediction and Testing; 3.3.2 The Spatial Modeling Process; 3.4 ANALYSIS OF EXAMPLES; 3.4.1 Herbicide Tolerance Trial; 3.4.2 Variety Trial; REFERENCES; CHAPTER 4: Optimal Designs for Generalized Linear Models; 4.1 INTRODUCTION; 4.2 NOTATION AND BASIC CONCEPTS; 4.2.1 Binary Data; 4.2.2 Count Data; 4.2.3 Optimality Criteria; 4.3 TOOLS FOR FINDING LOCALLY OPTIMAL DESIGNS; 4.3.1 Traditional Approaches; 4.3.2 An Analytical Approach; 4.4 GLMs WITH TWO PARAMETERS; 4.5 GLMs WITH MULTIPLE PARAMETERS; 4.5.1 GLMs with Multiple Covariates 327 $a4.5.2 GLMs with Group Effects 330 $aProvides timely applications, modifications, and extensions of experimental designs for a variety of disciplines Design and Analysis of Experiments, Volume 3: Special Designs and Applications continues building upon the philosophical foundations of experimental design by providing important, modern applications of experimental design to the many fields that utilize them. The book also presents optimal and efficient designs for practice and covers key topics in current statistical research. Featuring contributions from leading researchers and academics, the book demonstrates 410 0$aWiley series in probability and statistics. 606 $aExperimental design 606 $aMathematical statistics 615 0$aExperimental design. 615 0$aMathematical statistics. 676 $a001.434 676 $a532 701 $aHinkelmann$b Klaus$f1932-$0898119 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910141163703321 996 $aDesign and analysis of experiments$92167203 997 $aUNINA