Survey Methodology and Missing Data Tools and Techniques for Practitioners /
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 correspon...
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| Hlavní autor: | |
|---|---|
| Médium: | Elektronický zdroj E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Cham :
Springer International Publishing,
2018.
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| Vydání: | 1st ed. 2018. |
| Témata: | |
| ISBN: | 9783319790114 |
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| 007 | cr nn 008mamaa | ||
| 008 | 180705s2018 gw | s |||| 0|eng d | ||
| 020 | |a 9783319790114 | ||
| 024 | 7 | |a 10.1007/978-3-319-79011-4 |2 doi | |
| 035 | |a CVTIDW14466 | ||
| 040 | |a Springer-Nature |b eng |c CVTISR |e AACR2 | ||
| 041 | |a eng | ||
| 100 | 1 | |a Laaksonen, Seppo. |4 aut | |
| 245 | 1 | 0 | |a Survey Methodology and Missing Data |h [electronic resource] : |b Tools and Techniques for Practitioners / |c by Seppo Laaksonen. |
| 250 | |a 1st ed. 2018. | ||
| 260 | 1 | |a Cham : |b Springer International Publishing, |c 2018. | |
| 300 | |a XII, 224 p. 63 illus., 53 illus. in color. |b online resource. | ||
| 500 | |a Mathematics and Statistics | ||
| 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 -- . | |
| 516 | |a text file PDF | ||
| 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 Statistics . | |
| 650 | 0 | |a Sociology-Research. | |
| 650 | 0 | |a Econometrics. | |
| 650 | 0 | |a Psychometrics. | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-ebook-springer-eisbn-978-3-319-79011-4 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE11746 | ||
| 919 | |a 978-3-319-79011-4 | ||
| 974 | |a andrea.lebedova |f Elektronické zdroje | ||
| 992 | |a SUD | ||
| 999 | |c 241736 |d 241736 | ||