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

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Donald B. Rubin

Wiley-Interscience

2004-6-9

258

USD 158.00

Paperback

9780471655749

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发表于2024-06-16

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

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

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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 下载 mobi epub pdf txt 电子书