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Applied missing data analysis in the health sciences /
A modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics With an emphasis on hands-on applications, Applied Missing Data Analysis in the Health Sciences outlines the various modern statistical methods for the analysis...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons,
[2014]
|
| Colección: | Statistics in practice.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Zhou, Xiao-Hua, |e author. | |
| 245 | 1 | 0 | |a Applied missing data analysis in the health sciences / |c Xiao-Hua Zhou, Chuan Zhou, Danping Liu, Xiaobo Ding. |
| 264 | 1 | |a Hoboken, New Jersey : |b John Wiley & Sons, |c [2014] | |
| 300 | |a 1 online resource | ||
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| 347 | |a data file | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Missing data concepts and motivating examples -- Overview of methods for dealing with missing data -- Design considerations in the presence of missing data -- Crosssectional data methods -- Longitudinal data methods -- Survival analysis under ignorable missingness -- Nonignorable missingness. | |
| 588 | 0 | |a Print version record and CIP data provided by publisher. | |
| 520 | |a A modern and practical guide to the essential concepts and ideas for analyzing data with missing observations in the field of biostatistics With an emphasis on hands-on applications, Applied Missing Data Analysis in the Health Sciences outlines the various modern statistical methods for the analysis of missing data. The authors acknowledge the limitations of established techniques and provide newly-developed methods with concrete applications in areas such as causal inference methods and the field of diagnostic medicine. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Medical statistics. | |
| 650 | 0 | |a Medicine |x Research |x Statistical methods. | |
| 650 | 1 | 2 | |a Data Interpretation, Statistical |
| 650 | 2 | 2 | |a Biomedical Research |x methods |
| 650 | 2 | 2 | |a Models, Statistical |
| 650 | 2 | 2 | |a Research Design |
| 650 | 6 | |a Médecine |x Recherche |x Méthodes statistiques. | |
| 650 | 7 | |a HEALTH & FITNESS |x Holism. |2 bisacsh | |
| 650 | 7 | |a HEALTH & FITNESS |x Reference. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Alternative Medicine. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Atlases. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Essays. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Family & General Practice. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Holistic Medicine. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Osteopathy. |2 bisacsh | |
| 650 | 7 | |a Medical statistics. |2 fast |0 (OCoLC)fst01014672 | |
| 650 | 7 | |a Medicine |x Research |x Statistical methods. |2 fast |0 (OCoLC)fst01015091 | |
| 655 | 7 | |a Medical statistics. |2 fast |0 (OCoLC)fst01423729 | |
| 655 | 7 | |a Medical statistics. |2 lcgft | |
| 700 | 1 | |a Zhou, Chuan, |d 1972- |e author. | |
| 700 | 1 | |a Liu, Danping, |d 1981- |e author. | |
| 700 | 1 | |a Ding, Xiaobo, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Zhou, Xiao-Hua. |t Applied missing data analysis in the health sciences. |d Hoboken, New Jersey : John Wiley & Sons, Inc., [2014] |z 9780470523810 |w (DLC) 2013047830 |
| 830 | 0 | |a Statistics in practice. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781118573648/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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