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Survey Methodology and Missing Data = Tools and Techniques for Practitioners /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Survey Methodology and Missing Data/ by Seppo Laaksonen.
其他題名:	Tools and Techniques for Practitioners /
作者:	Laaksonen, Seppo.
面頁冊數:	XII, 224 p. 63 illus., 53 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Statistics . -
電子資源:	https://doi.org/10.1007/978-3-319-79011-4
ISBN:	9783319790114

Survey Methodology and Missing Data = Tools and Techniques for Practitioners /
Laaksonen, Seppo.

Survey Methodology and Missing DataTools and Techniques for Practitioners /[electronic resource] :by Seppo Laaksonen. - 1st ed. 2018. - XII, 224 p. 63 illus., 53 illus. in color.online resource.

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 -- .

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.

ISBN: 9783319790114

Standard No.: 10.1007/978-3-319-79011-4doiSubjects--Topical Terms:

1253516
Statistics .

LC Class. No.: QA276-280

Dewey Class. No.: 519.5

Survey Methodology and Missing Data = Tools and Techniques for Practitioners /
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