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Survey methodology and missing datat...

Laaksonen, Seppo.

Survey methodology and missing datatools and techniques for practitioners /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Survey methodology and missing databy Seppo Laaksonen.
Reminder of title:	tools and techniques for practitioners /
Author:	Laaksonen, Seppo.
Published:	Cham :Springer International Publishing :2018.
Description:	xii, 224 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	SurveysMethodology.
Online resource:	http://dx.doi.org/10.1007/978-3-319-79011-4
ISBN:	9783319790114$q(electronic bk.)

Survey methodology and missing datatools and techniques for practitioners /
Laaksonen, Seppo.

Survey methodology and missing datatools and techniques for practitioners /[electronic resource] :by Seppo Laaksonen. - Cham :Springer International Publishing :2018. - xii, 224 p. :ill., digital ;24 cm.

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$q(electronic bk.)

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

182595
Surveys
--Methodology.

LC Class. No.: HA31.2 / .L335 2018

Dewey Class. No.: 001.433

Survey methodology and missing datatools and techniques for practitioners /
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100 1 $a Laaksonen, Seppo. $3 821257
245 1 0 $a Survey methodology and missing data $h [electronic resource] : $b tools and techniques for practitioners / $c by Seppo Laaksonen.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a xii, 224 p. : $b ill., digital ; $c 24 cm.
505 0 $a 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.
520 $a 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.
650 0 $a Surveys $x Methodology. $3 182595
650 0 $a Surveys $x Data processing. $3 821258
650 0 $a Social sciences $x Research $x Statistical methods. $3 230792
650 1 4 $a Statistics. $3 182057
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 274394
650 2 4 $a Research Methodology. $3 741134
650 2 4 $a Econometrics. $3 182271
650 2 4 $a Psychometrics. $3 182715
650 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 274067
710 2 $a SpringerLink (Online service) $3 273601
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856 4 0 $u http://dx.doi.org/10.1007/978-3-319-79011-4
950 $a Mathematics and Statistics (Springer-11649)