國立虎尾科技大學 |

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.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xii, 224 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Surveys - Methodology. -
電子資源:	http://dx.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. - 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

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

595429
Surveys
--Methodology.

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

Dewey Class. No.: 001.433

Survey methodology and missing data = tools and techniques for practitioners /
LDR:01904nam a2200289 a 4500 001 927979
003 DE-He213
005 20190129152809.0
006 m d
007 cr nn 008maaau
008 190626s2018 gw s 0 eng d
020 $a 9783319790114 $q (electronic bk.)
020 $a 9783319790107 $q (paper)
024 7 $a 10.1007/978-3-319-79011-4 $2 doi
035 $a 978-3-319-79011-4
040 $a GP $c GP
041 0 $a eng
050 4 $a HA31.2 $b .L335 2018
082 0 4 $a 001.433 $2 23
090 $a HA31.2 $b .L111 2018
100 1 $a Laaksonen, Seppo. $3 1207667
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 : $c 2018. $b Springer International Publishing : $b Imprint: Springer,
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 595429
650 0 $a Surveys $x Data processing. $3 1207668
650 0 $a Social sciences $x Research $x Statistical methods. $3 562079
650 1 4 $a Statistics. $3 556824
650 2 4 $a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. $3 670129
650 2 4 $a Research Methodology. $3 1106280
650 2 4 $a Econometrics. $3 556981
650 2 4 $a Psychometrics. $3 558112
650 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 670172
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-79011-4
950 $a Mathematics and Statistics (Springer-11649)