02772nam 22005775 450 991043786660332120220404222326.03-642-45287-610.1007/978-3-642-45287-1(CKB)3710000000083752(EBL)1636659(OCoLC)871223880(SSID)ssj0001165139(PQKBManifestationID)11636912(PQKBTitleCode)TC0001165139(PQKBWorkID)11197965(PQKB)10393514(DE-He213)978-3-642-45287-1(MiAaPQ)EBC1636659(PPN)176118039(EXLCZ)99371000000008375220140109d2013 u| 0engur|n|---|||||txtccrOptimal experimental design for non-linear models theory and applications /by Christos P. Kitsos1st ed. 2013.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2013.1 online resource (104 p.)SpringerBriefs in Statistics,2191-544XDescription based upon print version of record.3-642-45286-8 Includes bibliographical references.1.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.This 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.SpringerBriefs in Statistics,2191-544XStatistics Statistics, generalhttps://scigraph.springernature.com/ontologies/product-market-codes/S0000XStatistics .Statistics, general.530.15Kitsos Christos Pauthttp://id.loc.gov/vocabulary/relators/aut460628MiAaPQMiAaPQMiAaPQBOOK9910437866603321Optimal Experimental Design for Non-Linear Models2532101UNINA