Multiple Imputation for Nonresponse in Surveys 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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Donald B. Rubin 作者

Wiley-Interscience

译者

2004-6-9 出版日期

258 页数

USD 158.00 价格

Paperback

丛书系列

9780471655749 图书编码

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Multiple Imputation for Nonresponse in Surveys 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

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Multiple Imputation for Nonresponse in Surveys 在线电子书著者简介

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

Multiple Imputation for Nonresponse in Surveys 在线电子书图书描述

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.

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