Statistical methods for handling incomplete data - Info and Reading Options
By Jae Kwang Kim ( 1968 - )
“Statistical methods for handling incomplete data” Metadata:
- Title: ➤ Statistical methods for handling incomplete data
- Author: Jae Kwang Kim
“Statistical methods for handling incomplete data” Subjects and Themes:
- Subjects: ➤ Missing observations (Statistics) - Multiple imputation (Statistics) - MATHEMATICS / Probability & Statistics / General - Statistics - Missing observations - Multiple imputation - MATHEMATICS - Applied - Probability & Statistics - General
Edition Identifiers:
- The Open Library ID: OL23288453W
AI-generated Review of “Statistical methods for handling incomplete data”:
"Statistical methods for handling incomplete data" Description:
The Open Library:
"With the advances in statistical computing, there has been a rapid development of techniques and applications in missing data analysis. This book aims to cover the most up-to-date statistical theories and computational methods for analyzing incomplete data through (1)vigorous treatment of statistical theories on likelihood-based inference with missing data, (2) comprehensive treatment of computational techniques and theories on imputation, and (3) most up-to-date treatment of methodologies involving propensity score weighting, nonignorable missing, longitudinal missing, survey sampling application, and statistical matching. The book is suitable for use as a textbook for a graduate course in statistics departments or as a reference book for those interested in this area. Some of the research ideas introduced in the book can be developed further for specific applications"--
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