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Analysis of Doubly Truncated Data: An Introduction (Briefs in Statistics)
Authors: Achim Dörre
ISBN-10 书号: 9811362408
ISBN-13 书号: 9789811362408
Edition 版本: 1st ed. 2019
Released: 2019-05-14
pages 页数: 128 pages
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.
Book Description
1.Introduction to Double-Truncation
2.Parametric Estimation Under Exponential Family
3.Bayesian Inference for Doubly Truncated Data
4.Nonparametric Inference for Double-Truncation
5.Linear Regression Under Random Double-Truncation
