LEADER 03851oam 2200589I 450 001 9910809676903321 005 20170821193709.0 010 $a0-429-08866-3 010 $a1-4665-0677-6 024 7 $a10.1201/b16899 035 $a(CKB)2670000000557186 035 $a(EBL)1407971 035 $a(SSID)ssj0001218215 035 $a(PQKBManifestationID)11783716 035 $a(PQKBTitleCode)TC0001218215 035 $a(PQKBWorkID)11208536 035 $a(PQKB)10683449 035 $a(OCoLC)880825122 035 $a(MiAaPQ)EBC1407971 035 $a(CaSebORM)9781466506770 035 $a(EXLCZ)992670000000557186 100 $a20180331h20142014 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aRobust response surfaces, regression, and positive data analyses /$fRabindra Nath Das 205 $a1st edition 210 1$aBoca Raton :$cCRC Press,$d[2014] 210 4$dİ2014 215 $a1 online resource (333 p.) 300 $aA Chapman and Hall book. 311 $a1-306-86593-X 311 $a1-4665-0680-6 320 $aIncludes bibliographical references. 327 $aFront Cover; Dedication; Contents; List of Figures; List of Tables; Preface; Author; Chapter 1 - INTRODUCTION; Chapter 2 - ROBUST FIRST-ORDER DESIGNS; Chapter 3 - ROBUST SECOND-ORDER DESIGNS; Chapter 4 - ROBUST REGRESSION DESIGNS FOR NON-NORMAL DISTRIBUTIONS; Chapter 5 - WEAKLY ROBUST ROTATABLE DESIGNS; Chapter 6 - ROBUST SECOND-ORDER SLOPE ROTATABILITY; Chapter 7 - OPTIMAL ROBUST SECOND-ORDER SLOPE ROTATABLE DESIGNS; Chapter 8 - ROBUST SECOND-ORDER SLOPE-ROTATABILITY MEASURES; Chapter 9 - REGRESSION ANALYSES WITH CORRELATED ERRORS AND APPLICATIONS 327 $aChapter 10 - POSITIVE DATA ANALYSES VIA LOG-NORMAL AND GAMMA MODELSChapter 11 - GENERAL CONCLUSIONS AND DISCUSSIONS; APPENDIX; Bibliography; Back Cover 330 $aThe present book initiates the concept of robust response surface designs, along with the relevant regression and positive data analysis techniques. Response surface methodology (RSM), well-known in literature, is widely used in every field of science and technology such as Biology, Natural (Physical/Chemical), Environmental, Medical, Agricultural, Quality engineering et cetera RSM is the most popular experimental data generating, modeling and optimization technique in every field of science. It is a particular case of robust response surface methodology (RRSM). RSM has many limitations, and RRSM aims to overcome many of such limitations. Thus, RRSM will be much better than RSM. It is intended for anyone who knows basic concepts of experimental designs and regression analysis. This is the first unique book on RRSM. Every chapter is unique regarding its contents, presentation and organization. Problems on robust response surface designs such as rotatability, slope-rotatability, weak rotatability, optimality, and along with the method of estimation of model parameters, positive data analysis techniques are considered in this book. Some real examples on lifetime responses, resistivity, replicated measures, medical, demography, hydrogeology data et cetera, are analysed. Some examples (considered in this book) on design of experiments do not satisfy the classical assumptions of response surface methodology.--$cProvided by publisher. 606 $aResponse surfaces (Statistics) 606 $aExperimental design 615 0$aResponse surfaces (Statistics) 615 0$aExperimental design. 676 $a001.4/34 686 $aMAT029000$aTEC032000$2bisacsh 700 $aDas$b Rabindra Nath$01667839 801 0$bFlBoTFG 801 1$bFlBoTFG 906 $aBOOK 912 $a9910809676903321 996 $aRobust response surfaces, regression, and positive data analyses$94027961 997 $aUNINA