Analysis of Doubly Truncated Data by Achim Dörre & Takeshi Emura

Analysis of Doubly Truncated Data

By

  • Genre Mathematics
  • Publisher Springer
  • Released
  • Size 9.71 MB
  • Length 123 Pages

Description

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.

Preview

More Achim Dörre & Takeshi Emura Books