LEADER 02641nam 2200505 450 001 9910746090203321 005 20231020211245.0 010 $a3-031-35918-6 024 7 $a10.1007/978-3-031-35918-7 035 $a(CKB)28208721700041 035 $a(DE-He213)978-3-031-35918-7 035 $a(MiAaPQ)EBC30766907 035 $a(Au-PeEL)EBL30766907 035 $a(PPN)272735213 035 $a(MiAaPQ)EBC30740694 035 $a(Au-PeEL)EBL30740694 035 $a(EXLCZ)9928208721700041 100 $a20231020d2023 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOptimal Experimental Design $eA Concise Introduction for Researchers /$fJesu?s Lo?pez-Fidalgo 205 $aFirst edition. 210 1$aCham, Switzerland :$cSpringer,$d[2023] 210 4$dİ2023 215 $a1 online resource (XVIII, 216 p. 33 illus., 24 illus. in color.) 225 1 $aLecture Notes in Statistics Series ;$vVolume 226 311 $a9783031359170 320 $aIncludes bibliographical references and index. 327 $aPreface -- Motivating Introduction -- Linear Models -- Nonlinear Models -- Bayesian Optimal Designs -- Hot Topics -- Real Case Examples -- Appendices -- References -- Index. 330 $aThis textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. It presents the common concepts and techniques for linear and nonlinear models as well as Bayesian optimal designs. The last two chapters are devoted to particular themes of interest, including recent developments and hot topics in optimal experimental design, and real-world applications. Numerous examples and exercises are included, some of them with solutions or hints, as well as references to the existing software for computing designs. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design. Given the applications and the way concepts and results are introduced, parts of the text will also appeal to engineers and other applied researchers. 410 0$aLecture notes in statistics (Springer-Verlag) ;$vVolume 226. 606 $aExperimental design 615 0$aExperimental design. 676 $a001.434 700 $aLo?pez-Fidalgo$b Jesu?s$01428047 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910746090203321 996 $aOptimal Experimental Design$93563131 997 $aUNINA