Handbook of statistical data editing and imputation /
This book provides a comprehensive overview of the edit and imputation process for detecting and correcting errors in survey research. The authors begin with an introduction to the problem of errors and missing values in survey data and then go on to explore the methods for correcting systematic err...
Κύριος συγγραφέας: | |
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Άλλοι συγγραφείς: | , |
Μορφή: | Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Hoboken, N.J. :
Wiley,
[2011]
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Σειρά: | Wiley handbooks in survey methodology.
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Περίληψη: | This book provides a comprehensive overview of the edit and imputation process for detecting and correcting errors in survey research. The authors begin with an introduction to the problem of errors and missing values in survey data and then go on to explore the methods for correcting systematic errors, identifying random errors, and error localization in numerical and categorical data. Next, an intricate discussion of selective editing outlines various mechanisms for identifying the appropriate resources for treating data errors. |
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Φυσική περιγραφή: | 1 online resource (xi, 439 pages) : illustrations. |
Βιβλιογραφία: | Includes bibliographical references and index. |
ISBN: | 9780470904848 0470904844 9780470904831 0470904836 9786613052285 6613052280 |
DOI: | 10.1002/9780470904848 |