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SAS for mixed models /
Discover the power of mixed models with SAS. Mixed models-now the mainstream vehicle for analyzing most research data-are part of the core curriculum in most master's degree programs in statistics and data science. In a single volume, this book updates both SAS® for Linear Models, Fourth Editio...
| Autores principales: | , , , |
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| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cary, NC :
SAS Institute,
2018.
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| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
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| 008 | 190109s2018 ncua ob 001 0 eng | ||
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| 020 | |z 9781635261523 | ||
| 020 | |z 9781635261356 | ||
| 024 | 8 | |a 9781635261523 | |
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| 029 | 1 | |a AU@ |b 000065661109 | |
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| 082 | 4 | |a 005.5/5 |q OCoLC |2 22/eng/20230216 | |
| 049 | |a UAMI | ||
| 100 | 1 | |a Stroup, Walter W. |q (Walter Whitney) | |
| 245 | 1 | 0 | |a SAS for mixed models / |c by Walter W. Stroup, George A. Milliken, Elizabeth A. Claassen, Russell D. Wolfinger. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Cary, NC : |b SAS Institute, |c 2018. | |
| 300 | |a 1 online resource (608 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 | ||
| 347 | |a text file | ||
| 504 | |a Includes bibliographical references, and index. | ||
| 505 | 0 | |a Mixed model basics -- Design structure I : single random effect -- Mean comparions for fixed effects -- Power, precision, and sample size I : basic concepts -- Design structure II : models with multiple random effects -- Random effects models -- Analysis of covariance -- Analysis of repeated measures data -- Best linear unbiased prediction (BLUP) and inference on random effects -- Random coefficient models -- Generalized linear mixed models for binomial data -- Generalized linear mixed models for binomial data -- Generalized linear mixed models for count data -- Generalized linear mixed models for multilevel and repeated measures experiments -- Power, precision, and sample size II : general approaches -- Mixed model troubleshooting and diagnostics -- Appendix A. Linear mixed model theory -- Appendix B. Generalized linear mixed model theory. | |
| 520 | |a Discover the power of mixed models with SAS. Mixed models-now the mainstream vehicle for analyzing most research data-are part of the core curriculum in most master's degree programs in statistics and data science. In a single volume, this book updates both SAS® for Linear Models, Fourth Edition, and SAS® for Mixed Models, Second Edition, covering the latest capabilities for a variety of applications featuring the SAS GLIMMIX and MIXED procedures. Written for instructors of statistics, graduate students, scientists, statisticians in business or government, and other decision makers, SAS® for Mixed Models is the perfect entry for those with a background in two-way analysis of variance, regression, and intermediate-level use of SAS. This book expands coverage of mixed models for non-normal data and mixed-model-based precision and power analysis, including the following topics: Random-effect-only and random-coefficients models Multilevel, split-plot, multilocation, and repeated measures models Hierarchical models with nested random effects Analysis of covariance models Generalized linear mixed models This book is part of the SAS Press program. | ||
| 542 | |f Copyright ©2018, SAS Institute |g 2018 | ||
| 550 | |a Made available through: Safari, an O'Reilly Media Company. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 630 | 0 | 0 | |a SAS (Computer file) |
| 630 | 0 | 7 | |a SAS (Computer file) |2 fast |0 (OCoLC)fst01364029 |
| 650 | 0 | |a Analysis of variance. | |
| 650 | 0 | |a Linear models (Statistics) | |
| 650 | 0 | |a Mathematical statistics |x Data processing. | |
| 650 | 0 | |a Multilevel models (Statistics) | |
| 650 | 0 | |a Multivariate analysis. | |
| 650 | 6 | |a Analyse de variance. | |
| 650 | 6 | |a Statistique mathématique |x Informatique. | |
| 650 | 6 | |a Modèles multiniveaux (Statistique) | |
| 650 | 6 | |a Analyse multivariée. | |
| 650 | 7 | |a Analysis of variance. |2 fast |0 (OCoLC)fst00808330 | |
| 650 | 7 | |a Linear models (Statistics) |2 fast |0 (OCoLC)fst00999084 | |
| 650 | 7 | |a Mathematical statistics |x Data processing. |2 fast |0 (OCoLC)fst01012133 | |
| 650 | 7 | |a Multilevel models (Statistics) |2 fast |0 (OCoLC)fst01028902 | |
| 650 | 7 | |a Multivariate analysis. |2 fast |0 (OCoLC)fst01029105 | |
| 655 | 7 | |a Instructional and educational works. |2 lcgft | |
| 700 | 1 | |a Milliken, George A., |d 1943- |e author. | |
| 700 | 1 | |a Claassen, Elizabeth A., |e author. | |
| 700 | 1 | |a Wolfinger, Russell Dean. |e author. | |
| 710 | 2 | |a Safari, an O'Reilly Media Company. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781635261523/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 994 | |a 92 |b IZTAP | ||