サーベイ調査法と欠測データ<br>Survey Methodology and Missing Data〈1st ed. 2018〉 : Tools and Techniques for Practitioners

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紙書籍版価格
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  • 電子書籍

サーベイ調査法と欠測データ
Survey Methodology and Missing Data〈1st ed. 2018〉 : Tools and Techniques for Practitioners

  • 著者名：Laaksonen, Seppo
  • 価格 ¥23,592 （本体¥21,448）
  • Springer（2018/07/05発売）
  • ポイント 214pt　（実際に付与されるポイントはご注文内容確認画面でご確認下さい）
  • 言語：ENG
  • ISBN：9783319790107
  • eISBN：9783319790114

ファイル： /

Description

This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses fields as diverse as advanced weighting, editing, and imputation, which are not well-covered in corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys. 

Table of Contents

Introduction.- Concept of survey and key survey terms.- Designing a questionnaire and survey modes.- Sampling principles and missingness mechanisms.- Design effects at sampling phase.- Sampling design data file.- Missingness, its reasons and treatment.- Weighting adjustments due to unit missingness.- Special cases in weighting.- Statistical editing.- Introduction to statistical imputation.- Imputation methods for single variables.- Summary and key tasks of survey data cleaning.- Basic survey data analysis.-