Missing data:a gentle introduction
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Group Author: | |
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Published: |
Guilford Press,
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Publisher Address: | New York |
Publication Dates: | c2007. |
Literature type: | Book |
Language: | English |
Series: |
Methodology in the social sciences |
Subjects: | |
Carrier Form: | xv, 251 p.: ill. ; 23 cm. |
ISBN: |
1593853939 (pbk. : alk. paper) 9781593853938 (pbk. : alk. paper) 1593853947 (hardcover : alk. paper) 9781593853945 (hardcover : alk. paper) |
Index Number: | O212 |
CLC: |
O212 C3 |
Call Number: | C3/M678 |
Contents: |
Includes bibliographical references (p. 229-236) and indexes. A gentle introduction to missing data -- Consequences of missing data -- Classifying missing data -- Preventing missing data by design -- Diagnostic procedures -- The selection of data analytic procedures -- Data deletion methods for handling missing data -- Data augmentation procedures -- Single imputation procedures -- Multiple imputation -- Reporting missing data and results. |