Analysis of Doubly Truncated Data

Analysis of Doubly Truncated Data
Author :
Publisher : Springer
Total Pages : 123
Release :
ISBN-10 : 9789811362415
ISBN-13 : 9811362416
Rating : 4/5 (15 Downloads)

Book Synopsis Analysis of Doubly Truncated Data by : Achim Dörre

Download or read book Analysis of Doubly Truncated Data written by Achim Dörre and published by Springer. This book was released on 2019-05-13 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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