03444nam 22005415 450 991035024770332120200704212647.0981-13-6241-610.1007/978-981-13-6241-5(CKB)4100000008525817(DE-He213)978-981-13-6241-5(MiAaPQ)EBC5776068(PPN)236520997(EXLCZ)99410000000852581720190513d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAnalysis of Doubly Truncated Data An Introduction /by Achim Dörre, Takeshi Emura1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (XVI, 109 p. 38 illus., 10 illus. in color.) JSS Research Series in Statistics,2364-0057981-13-6240-8 Chapter 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.This 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.JSS Research Series in Statistics,2364-0057Statistics BiostatisticsStatistical Theory and Methodshttps://scigraph.springernature.com/ontologies/product-market-codes/S11001Applied Statisticshttps://scigraph.springernature.com/ontologies/product-market-codes/S17000Biostatisticshttps://scigraph.springernature.com/ontologies/product-market-codes/L15020Statistics and Computing/Statistics Programshttps://scigraph.springernature.com/ontologies/product-market-codes/S12008Statistics .Biostatistics.Statistical Theory and Methods.Applied Statistics.Biostatistics.Statistics and Computing/Statistics Programs.519.5Dörre Achimauthttp://id.loc.gov/vocabulary/relators/aut781839Emura Takeshiauthttp://id.loc.gov/vocabulary/relators/autBOOK9910350247703321Analysis of Doubly Truncated Data2507121UNINA