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100   $a20140109d2013      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aOptimal experimental design for non-linear models $etheory and applications /$fby Christos P. Kitsos
205   $a1st ed. 2013.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013.
215   $a1 online resource (104 p.)
225 1 $aSpringerBriefs in Statistics,$x2191-544X
300   $aDescription based upon print version of record.
311   $a3-642-45286-8 
320   $aIncludes bibliographical references.
327   $a1.Introduction -- 2. Motivation -- 3.Locally Optimal Designs -- 4.Static Design -- 5.Sequential Designs -- 6.Approximate Confidence Regions -- 7.Working with Data: Simulation Studies -- 8.A Case Study: Optimal Designs in Rythmometry -- 9.Discussion -- References -- A1.Caratheodory?s Theorem -- A2.Silvapulle's Theorem -- A3.Conditional Inverse -- A4.Simulation I Results, Tables 7.1 ? 7.5 -- A5.Simulation II Results, Tables 7.7 ? 7.14.
330   $aThis book tackles the Optimal Non-Linear Experimental Design problem from an applications perspective. At the same time it offers extensive mathematical background material that avoids technicalities, making it accessible to non-mathematicians: Biologists, Medical Statisticians, Sociologists, Engineers, Chemists and Physicists will find new approaches to conducting their experiments. The book is recommended for Graduate Students and Researchers.
410  0$aSpringerBriefs in Statistics,$x2191-544X
606   $aStatistics 
606   $aStatistics, general$3https://scigraph.springernature.com/ontologies/product-market-codes/S0000X
615  0$aStatistics .
615 14$aStatistics, general.
676   $a530.15
700   $aKitsos$b Christos P$4aut$4http://id.loc.gov/vocabulary/relators/aut$0460628
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910437866603321
996   $aOptimal Experimental Design for Non-Linear Models$92532101
997   $aUNINA