Design and Analysis of Experiments . Volume 3, Special Designs and Applications /

This book discusses special modifications and extensions of designs that arise in certain fields of application such as genetics, bioinformatics, agriculture, medicine, manufacturing, marketing, etc. Well-known and highly-regarded contributors have written individual chapters that have been extensiv...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Άλλοι συγγραφείς: Hinkelmann, Klaus, 1932-
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Hoboken, NJ : Wiley-Interscience, 2012.
Σειρά:Wiley series in probability and statistics.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 06631nam a2200853 4500
001 ocn778434152
003 OCoLC
005 20170124070832.5
006 m o d
007 cr cn|||||||||
008 070425s2012 njua ob 001 0 eng d
040 |a E7B  |b eng  |e pn  |c E7B  |d OCLCQ  |d COO  |d B24X7  |d OCLCO  |d DEBSZ  |d OCLCQ  |d YDXCP  |d EBLCP  |d DG1  |d N$T  |d OHI  |d UAB  |d OCLCF  |d OCLCQ  |d OCLCO  |d OCL  |d NKT  |d AZK  |d LOA  |d GrThAP 
019 |a 771875964  |a 775437747  |a 793083944  |a 961497340  |a 962650253  |a 966196677 
020 |a 1118147669 
020 |a 9781118147665 
020 |a 0470530685 
020 |a 9780470530689 
020 |a 9781118147634  |q (electronic bk.) 
020 |a 1118147634  |q (electronic bk.) 
020 |z 9780470530689 
020 |z 9781118147665 
024 8 |a 9786613409584 
029 1 |a AU@  |b 000049117483 
029 1 |a AU@  |b 000053013574 
029 1 |a CHNEW  |b 000614930 
029 1 |a DEBSZ  |b 372744826 
029 1 |a DEBSZ  |b 431068712 
029 1 |a DKDLA  |b 820120-katalog:000600663 
029 1 |a NZ1  |b 14287776 
029 1 |a NZ1  |b 14976185 
029 1 |a NZ1  |b 15340718 
029 1 |a GBVCP  |b 790198746 
029 1 |a DEBBG  |b BV043394272 
035 |a (OCoLC)778434152  |z (OCoLC)771875964  |z (OCoLC)775437747  |z (OCoLC)793083944  |z (OCoLC)961497340  |z (OCoLC)962650253  |z (OCoLC)966196677 
037 |a 10.1002/9781118147634  |b Wiley InterScience  |n http://www3.interscience.wiley.com 
050 4 |a QA279  |b .D47 2012eb 
072 7 |a TEC  |x 014000  |2 bisacsh 
082 0 4 |a 519.5  |2 22 
049 |a MAIN 
245 0 0 |a Design and Analysis of Experiments .  |n Volume 3,  |p Special Designs and Applications /  |c edited by Klaus Hinkelmann. 
264 1 |a Hoboken, NJ :  |b Wiley-Interscience,  |c 2012. 
300 |a 1 online resource (xxvii, 555 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a data file  |2 rda 
380 |a Bibliography 
490 1 |a Wiley series in probability and statistics 
504 |a Includes bibliographical references and indexes. 
505 0 |a Design and Analysis of Experiments; Contents; Preface; Contributors; CHAPTER 1: Genetic Crosses Experiments; 1.1 INTRODUCTION; 1.2 BASIC OBJECTIVES AND MODELS; 1.2.1 Generation Mean Analysis; 1.2.2 Generation Variance Analysis; 1.2.3 Covariance between Relatives; 1.2.4 Mating (M) and Environmental (E) Designs; 1.2.5 Fixed Effects and Random Effects Models; 1.3 DIALLEL MATING DESIGN OF TYPE I; 1.3.1 North Carolina Design I (NCI); 1.3.2 North Carolina Design II (NCII); 1.3.3 Sets of North Carolina Design II; 1.3.4 North Carolina Design III (NCIII); 1.3.5 Line x Tester Approach. 
505 8 |a 1.3.6 A Modified Line x Tester Approach; 1.4 DIALLEL CROSSES: TYPE II DESIGNS; 1.4.1 Hayman Approach for Diallel Analysis; 1.4.2 Griffing's Method; 1.5 PARTIAL DIALLEL CROSSES: NO BLOCKING OR COMPLETE BLOCKS; 1.6 PARTIAL DIALLEL CROSSES IN INCOMPLETE BLOCKS; 1.6.1 Construction of Mating-Environment Designs; 1.6.2 Analysis of M-E Design; 1.6.3 An Example of PDC in Incomplete Blocks; 1.6.4 Other M-E Designs; 1.7 OPTIMALITY; 1.7.1 Optimal CDC Designs for Estimation of gca; 1.7.2 Optimal Partial Diallel Crosses; 1.7.3 Estimation of Heritability; 1.8 ROBUSTNESS; 1.9 THREE- OR HIGHER-WAY CROSSES. 
505 8 |a 1.9.1 Triallel or Three-Way Crosses; 1.9.2 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. 
505 8 |a 2.4 INTRODUCTION TO GENE EXPRESSION MICROARRAY EXPERIMENTAL DESIGN; 2.5 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. 
505 8 |a 3.3 A SPATIAL LINEAR MIXED MODEL; 3.3.1 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. 
505 8 |a 4.5.2 GLMs with Group Effects. 
520 |a This book discusses special modifications and extensions of designs that arise in certain fields of application such as genetics, bioinformatics, agriculture, medicine, manufacturing, marketing, etc. Well-known and highly-regarded contributors have written individual chapters that have been extensively reviewed by the Editor to ensure that each individual contribution relates to material found in Volumes 1 and 2 of this book series. The chapters in Volume 3 have an introductory/historical component and proceed to a more advanced technical level to discuss the latest results and future development. 
650 0 |a Experimental design. 
650 0 |a Mathematical statistics. 
650 4 |a Computational fluid dynamics. 
650 4 |a Heat  |x Transmission. 
650 4 |a Mathematics. 
650 4 |a Science. 
650 4 |a Physics. 
650 4 |a Reference & resource series. 
650 7 |a TECHNOLOGY & ENGINEERING  |x Hydraulics.  |2 bisacsh 
650 7 |a Mathematical statistics  |2 fast  |0 (OCoLC)fst01012127 
650 7 |a Experimental design.  |2 fast  |0 (OCoLC)fst00918404 
655 4 |a Electronic books. 
655 7 |a Electronic books.  |2 local 
700 1 |a Hinkelmann, Klaus,  |d 1932- 
776 0 8 |i Print version:  |a Hinkelmann, Klaus, 1932-  |t Design and Analysis of Experiments. Volume 3, Special Designs and Applications.  |d Hoboken : John Wiley & Sons, ©2011  |z 9780470530689 
830 0 |a Wiley series in probability and statistics. 
856 4 0 |u https://doi.org/10.1002/9781118147634  |z Full Text via HEAL-Link 
994 |a 92  |b DG1