LEADER 03444nam  22005415  450 
001 9910350247703321
005 20200704212647.0
010   $a981-13-6241-6
024 7 $a10.1007/978-981-13-6241-5
035   $a(CKB)4100000008525817
035   $a(DE-He213)978-981-13-6241-5
035   $a(MiAaPQ)EBC5776068
035   $a(PPN)236520997
035   $a(EXLCZ)994100000008525817
100   $a20190513d2019      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aAnalysis of Doubly Truncated Data $eAn Introduction /$fby Achim Dörre, Takeshi Emura
205   $a1st ed. 2019.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019.
215   $a1 online resource (XVI, 109 p. 38 illus., 10 illus. in color.) 
225 1 $aJSS Research Series in Statistics,$x2364-0057
311   $a981-13-6240-8 
327   $aChapter 1: Introduction to double-truncation -- Chapter 2: Parametric inference under special exponential family -- Chapter 3: Parametric inference under location-scale family -- Chapter 4: Bayes inference -- Chapter 5: Nonparametric inference -- Chapter 6: Linear regression -- Appendix A: Data (if German company data are available) -- Appendix B: R codes for inference under exponential family -- Appendix C: R codes for inference under location-scale family -- Appendix D: R codes for Bayes inference -- Appendix E: R codes for linear regression.
330   $aThis book introduces readers to statistical methodologies used to analyze doubly truncated data. The first book exclusively dedicated to the topic, it provides likelihood-based methods, Bayesian methods, non-parametric methods, and linear regression methods. These procedures can be used to effectively analyze continuous data, especially survival data arising in biostatistics and economics. Because truncation is a phenomenon that is often encountered in non-experimental studies, the methods presented here can be applied to many branches of science. The book provides R codes for most of the statistical methods, to help readers analyze their data. Given its scope, the book is ideally suited as a textbook for students of statistics, mathematics, econometrics, and other fields.
410  0$aJSS Research Series in Statistics,$x2364-0057
606   $aStatistics 
606   $aBiostatistics
606   $aStatistical Theory and Methods$3https://scigraph.springernature.com/ontologies/product-market-codes/S11001
606   $aApplied Statistics$3https://scigraph.springernature.com/ontologies/product-market-codes/S17000
606   $aBiostatistics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15020
606   $aStatistics and Computing/Statistics Programs$3https://scigraph.springernature.com/ontologies/product-market-codes/S12008
615  0$aStatistics .
615  0$aBiostatistics.
615 14$aStatistical Theory and Methods.
615 24$aApplied Statistics.
615 24$aBiostatistics.
615 24$aStatistics and Computing/Statistics Programs.
676   $a519.5
700   $aDörre$b Achim$4aut$4http://id.loc.gov/vocabulary/relators/aut$0781839
702   $aEmura$b Takeshi$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910350247703321
996   $aAnalysis of Doubly Truncated Data$92507121
997   $aUNINA