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Statistical methods for handling inc...
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Kim, Jae Kwang, (1968-)
Statistical methods for handling incomplete data /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Statistical methods for handling incomplete data /Jae Kwang Kim, Jun Shao.
作者:
Kim, Jae Kwang,
其他作者:
Shao, Jun
出版者:
Boca Raton :CRC Press, Taylor & Francis Group,c2014.
面頁冊數:
xi, 211 p. ;25 cm.
標題:
Missing observations (Statistics)
ISBN:
9781439849637 (hbk.) :
Statistical methods for handling incomplete data /
Kim, Jae Kwang,1968-
Statistical methods for handling incomplete data /
Jae Kwang Kim, Jun Shao. - Boca Raton :CRC Press, Taylor & Francis Group,c2014. - xi, 211 p. ;25 cm.
Includes bibliographical references (p. 201-207) and index.
"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"--
ISBN: 9781439849637 (hbk.) :NT$2597
LCCN: 2013010114Subjects--Topical Terms:
182525
Missing observations (Statistics)
LC Class. No.: QA276.8 / .K55 2014
Dewey Class. No.: 519.5/4
Statistical methods for handling incomplete data /
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