Multiple Imputation for Nonresponse in Surveys 2024 pdf epub mobi 电子书

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发表于2024-09-19

Multiple Imputation for Nonresponse in Surveys 2024 pdf epub mobi 电子书

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出版者:Wiley-Interscience

作者:Donald B. Rubin

出品人:

页数:258

译者:

出版时间:2004-6-9

价格:USD 158.00

装帧:Paperback

isbn号码:9780471655749

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Multiple Imputation for Nonresponse in Surveys 2024 pdf epub mobi 电子书图书描述

Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for researchers who must analyze them. Also presents the background for Bayesian and frequentist theory. After establishing that only standard complete--data methods are needed to analyze a multiply--imputed set, the text evaluates procedures in general circumstances, outlining specific procedures for creating imputations in both the ignorable and nonignorable cases. Examples and exercises reinforce ideas, and the interplay of Bayesian and frequentist ideas presents a unified picture of modern statistics.

Multiple Imputation for Nonresponse in Surveys 2024 pdf epub mobi 电子书

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