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Missing data : a gentle introduction /
While most books on missing data focus on applying sophisticated statistical techniques to deal with the problem after it has occurred, this volume provides a methodology for the control and prevention of missing data. In clear, nontechnical language, the authors help the reader understand the diffe...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York :
Guilford Press,
©2007.
|
| Colección: | Methodology in the social sciences.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Missing data : |b a gentle introduction / |c Patrick E. McKnight [and others]. |
| 260 | |a New York : |b Guilford Press, |c ©2007. | ||
| 300 | |a 1 online resource (xv, 251 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Methodology in the social sciences | |
| 504 | |a Includes bibliographical references (pages 229-236) and indexes. | ||
| 505 | 0 | |a 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 -- Epilogue. | |
| 588 | 0 | |a Print version record. | |
| 520 | |a While most books on missing data focus on applying sophisticated statistical techniques to deal with the problem after it has occurred, this volume provides a methodology for the control and prevention of missing data. In clear, nontechnical language, the authors help the reader understand the different types of missing data and their implications for the reliability, validity, and generalizability of a study?s conclusions. They provide practical recommendations for designing studies that decrease the likelihood of missing data, and for addressing this important issue when reporting study resu. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Social sciences |x Research |x Methodology. | |
| 650 | 0 | |a Missing observations (Statistics) | |
| 650 | 6 | |a Sciences sociales |x Recherche |x Méthodologie. | |
| 650 | 6 | |a Observations manquantes (Statistique) | |
| 650 | 7 | |a SOCIAL SCIENCE |x Research. |2 bisacsh | |
| 650 | 7 | |a SOCIAL SCIENCE |x Methodology. |2 bisacsh | |
| 650 | 7 | |a Missing observations (Statistics) |2 fast | |
| 650 | 7 | |a Social sciences |x Research |x Methodology |2 fast | |
| 650 | 7 | |a Fehlende Daten |2 gnd | |
| 650 | 7 | |a Sozialwissenschaften |2 gnd | |
| 650 | 7 | |a Statistik |2 gnd | |
| 650 | 1 | 7 | |a Data-analyse. |2 gtt |
| 650 | 1 | 7 | |a Ontbrekende gegevens. |2 gtt |
| 700 | 1 | |a McKnight, Patrick E. | |
| 758 | |i has work: |a Missing data (Text) |1 https://id.oclc.org/worldcat/entity/E39PCFJgyPy98xtVgVgCCT7pGd |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |t Missing data. |d New York : Guilford Press, ©2007 |z 1593853939 |z 9781593853938 |w (DLC) 2007001824 |w (OCoLC)80460259 |
| 830 | 0 | |a Methodology in the social sciences. | |
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