Analysis of Doubly Truncated Data: An Introduction

Achim Doerre,Takeshi Emura

Analysis of Doubly Truncated Data: An Introduction
Format
Paperback
Publisher
Springer Verlag, Singapore
Country
Singapore
Published
22 May 2019
Pages
109
ISBN
9789811362408

Analysis of Doubly Truncated Data: An Introduction

Achim Doerre,Takeshi Emura

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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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