Applied Longitudinal Analysis (Wiley Series in Probability and Statistics)

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9780470380277: Applied Longitudinal Analysis (Wiley Series in Probability and Statistics)
Review:

"The text is well-organized and clearly written. It is accessible to researchers with varying levels of statistical expertise, with plenty of data examples that make reading and learning enjoyable. I recommend it to biostatisticians as well as to clinicians and other health researchers who may not have much statistical training ... Applied Longitudinal Analysisis generally my first recommendation when asked for a valuable resource in the field due to the breadth of topics covered and its practical utility." ( Journal of Biopharmaceutical Statistics , 1 January 2013) "The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields, as well as those in social and behavioral sciences who would like to learn more about analysing longitudinal data." ( Zentralblatt MATH , 2012) "This book provides very broad coverage of modern methods for longitudinal data analysis from an applied perspective ... I highly recommend this book to statisticians and quantitative researchers who encounter longitudinal and/or clustered data. In addition, I think the book would be an excellent choice as the primary textbook in an applied longitudinal data course." (Journal of Biopharmaceutical Statistics, 2013)

From the Publisher:

Praise for the First Edition

"...[this book] should be on the shelf of everyone interested in ...longitudinal data analysis." Journal of the American Statistical Association

Features newly developed topics and applications of the analysis of longitudinal data

Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features the latest state-of-the-art techniques. The book emphasizes practical, rather than theoretical, aspects of methods for the analysis of diverse types of longitudinal data that can be applied across various fields of study, from the health and medical sciences to the social and behavioral sciences.

The authors incorporate their extensive academic and research experience along with various updates that have been made in response to reader feedback. The Second Edition features six newly added chapters that explore topics currently evolving in the field, including: * Fixed effects and mixed effects models * Marginal models and generalized estimating equations * Approximate methods for generalized linear mixed effects models * Multiple imputation and inverse probability weighted methods * Smoothing methods for longitudinal data * Sample size and power

Each chapter presents methods in the setting of applications to data sets drawn from the health sciences. New problem sets have been added to many chapters, and a related website features sample programs and computer output using SAS, Stata, and R, as well as data sets and supplemental slides to facilitate a complete understanding of the material.

With its strong emphasis on multidisciplinary applications and the interpretation of results, Applied Longitudinal Analysis, Second Edition is an excellent book for courses on statistics in the health and medical sciences at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields as well as those in social and behavioral sciences who would like to learn more about analyzing longitudinal data.

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Fitzmaurice; Fitzmaurice, Garrett M.; Laird, Nan M.
Editorial: John Wiley and Sons Ltd, United States (2011)
ISBN 10: 0470380276 ISBN 13: 9780470380277
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Descripción John Wiley and Sons Ltd, United States, 2011. Hardback. Estado de conservación: New. 2nd Revised edition. 236 x 147 mm. Language: English . Brand New Book. Praise for the First Edition .[this book] should be on the shelf of everyone interested in .longitudinal data analysis. Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal data Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features the latest state-of-the-art techniques. The book emphasizes practical, rather than theoretical, aspects of methods for the analysis of diverse types of longitudinal data that can be applied across various fields of study, from the health and medical sciences to the social and behavioral sciences. The authors incorporate their extensive academic and research experience along with various updates that have been made in response to reader feedback. The Second Edition features six newly added chapters that explore topics currently evolving in the field, including: * Fixed effects and mixed effects models * Marginal models and generalized estimating equations * Approximate methods for generalized linear mixed effects models * Multiple imputation and inverse probability weighted methods * Smoothing methods for longitudinal data * Sample size and power Each chapter presents methods in the setting of applications to data sets drawn from the health sciences. New problem sets have been added to many chapters, and a related website features sample programs and computer output using SAS, Stata, and R, as well as data sets and supplemental slides to facilitate a complete understanding of the material. With its strong emphasis on multidisciplinary applications and the interpretation of results, Applied Longitudinal Analysis, Second Edition is an excellent book for courses on statistics in the health and medical sciences at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields as well as those in social and behavioral sciences who would like to learn more about analyzing longitudinal data. Nº de ref. de la librería ALB9780470380277

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Fitzmaurice; Fitzmaurice, Garrett M.; Laird, Nan M.
Editorial: John Wiley and Sons Ltd, United States (2011)
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Descripción John Wiley and Sons Ltd, United States, 2011. Hardback. Estado de conservación: New. 2nd Revised edition. 236 x 147 mm. Language: English . Brand New Book. Praise for the First Edition .[this book] should be on the shelf of everyone interested in .longitudinal data analysis. Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal data Applied Longitudinal Analysis, Second Edition presents modern methods for analyzing data from longitudinal studies and now features the latest state-of-the-art techniques. The book emphasizes practical, rather than theoretical, aspects of methods for the analysis of diverse types of longitudinal data that can be applied across various fields of study, from the health and medical sciences to the social and behavioral sciences. The authors incorporate their extensive academic and research experience along with various updates that have been made in response to reader feedback. The Second Edition features six newly added chapters that explore topics currently evolving in the field, including: * Fixed effects and mixed effects models * Marginal models and generalized estimating equations * Approximate methods for generalized linear mixed effects models * Multiple imputation and inverse probability weighted methods * Smoothing methods for longitudinal data * Sample size and power Each chapter presents methods in the setting of applications to data sets drawn from the health sciences. New problem sets have been added to many chapters, and a related website features sample programs and computer output using SAS, Stata, and R, as well as data sets and supplemental slides to facilitate a complete understanding of the material. With its strong emphasis on multidisciplinary applications and the interpretation of results, Applied Longitudinal Analysis, Second Edition is an excellent book for courses on statistics in the health and medical sciences at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields as well as those in social and behavioral sciences who would like to learn more about analyzing longitudinal data. Nº de ref. de la librería ALB9780470380277

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ISBN 10: 0470380276 ISBN 13: 9780470380277
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Descripción John Wiley and Sons Ltd 2010-04-22, Hoboken, 2010. hardback. Estado de conservación: New. Nº de ref. de la librería 9780470380277

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Fitzmaurice; Fitzmaurice, Garrett M.; Laird, Nan M.
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Descripción Wiley-Blackwell, 2011. Estado de conservación: New. Bookseller Inventory # ST0470380276. Nº de ref. de la librería ST0470380276

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Descripción Wiley-Blackwell 2011-09-30, 2011. Estado de conservación: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Nº de ref. de la librería NU-GRD-04771863

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Descripción Wiley, 2011. Estado de conservación: New. 2011. 2nd Edition. Hardcover. Since the publication of the first edition, the authors have solicited feedback from both the instructors who use the book as a text for their courses as well as the researchers who use the book as a resource for their research. Series: Wiley Series in Probability and Statistics. Num Pages: 740 pages, Illustrations. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 246 x 167 x 42. Weight in Grams: 1234. Series: Wiley Series in Probability and Statistics. 740 pages, Illustrations. The book has been written at a technical level that is suitable for researchers who have taken an introductory course in statistics and who have a solid foundation in linear regression. Additional problem sets at provided at the end of each chapter to enhance the usefulness of the book as a text for courses on longitudinal data analysis. Cateogry: (P) Professional & Vocational. BIC Classification: PBT. Dimension: 246 x 167 x 42. Weight: 1194. . . . . . . Nº de ref. de la librería V9780470380277

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Fitzmaurice; Fitzmaurice, Garrett M.; Laird, Nan M.
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Descripción Wileyand#8211;Blackwell, 2011. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería GB-9780470380277

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Fitzmaurice; Fitzmaurice, Garrett M.; Laird, Nan M.
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Descripción Wiley-Blackwell, 2011. Estado de conservación: New. book. Nº de ref. de la librería ria9780470380277_rkm

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