Applied Longitudinal Data Analysis

Applied Longitudinal Data Analysis by Judith D. Singer. Download in PDF, EPUB, and Mobi Format for read it on your Kindle device, PC, phones or tablets. Applied Longitudinal Data Analysis books. Click Download for free ebooks.

Applied Longitudinal Data Analysis

Wit and Mirth  Or  Pills to Purge Melancholy
Author: Judith D. Singer
Publisher: Oxford University Press
ISBN: 9780199760725
Size: 67.19 MB
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Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, the elderly become frail and forgetful. Beyond these natural processes and events, external forces and interventions instigate and disrupt change: test scores may rise after a coaching course, drug abusers may remain abstinent after residential treatment. By charting changes over time and investigating whether and when events occur, researchers reveal the temporal rhythms of our lives. Applied Longitudinal Data Analysis is a much-needed professional book for empirical researchers and graduate students in the behavioral, social, and biomedical sciences. It offers the first accessible in-depth presentation of two of today's most popular statistical methods: multilevel models for individual change and hazard/survival models for event occurrence (in both discrete- and continuous-time). Using clear, concise prose and real data sets from published studies, the authors take you step by step through complete analyses, from simple exploratory displays that reveal underlying patterns through sophisticated specifications of complex statistical models. Applied Longitudinal Data Analysis offers readers a private consultation session with internationally recognized experts and represents a unique contribution to the literature on quantitative empirical methods. Visit http://www.ats.ucla.edu/stat/examples/alda.htm for: · Downloadable data sets · Library of computer programs in SAS, SPSS, Stata, HLM, MLwiN, and more · Additional material for data analysis
Applied Longitudinal Data Analysis
Language: en
Pages: 644
Authors: Judith D. Singer, John B. Willett
Categories: Psychology
Type: BOOK - Published: 2003-03-27 - Publisher: Oxford University Press
Change is constant in everyday life. Infants crawl and then walk, children learn to read and write, teenagers mature in myriad ways, the elderly become frail and forgetful. Beyond these natural processes and events, external forces and interventions instigate and disrupt change: test scores may rise after a coaching course,
Applied Longitudinal Analysis
Language: en
Pages: 740
Authors: Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
Categories: Mathematics
Type: BOOK - Published: 2012-10-23 - Publisher: John Wiley & Sons
Praise for the First Edition ". . . [this book] should be on the shelf of everyone interestedin . . . longitudinal data analysis." —Journal of the American Statistical Association Features newly developed topics and applications of theanalysis of longitudinal data Applied Longitudinal Analysis, Second Edition presentsmodern methods for analyzing
Applied Longitudinal Data Analysis for Epidemiology
Language: en
Pages:
Authors: Jos W. R. Twisk
Categories: Medical
Type: BOOK - Published: 2013-05-09 - Publisher: Cambridge University Press
This book discusses the most important techniques available for longitudinal data analysis, from simple techniques such as the paired t-test and summary statistics, to more sophisticated ones such as generalized estimating of equations and mixed model analysis. A distinction is made between longitudinal analysis with continuous, dichotomous and categorical outcome
Exam Prep for: Applied Longitudinal Data Analysis for ...
Language: en
Pages:
Authors: Jos W. R. Twisk
Categories: Medical
Type: - Published: - Publisher:
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Modeling Longitudinal Data
Language: en
Pages: 432
Authors: Robert E. Weiss
Categories: Medical
Type: BOOK - Published: 2006-12-06 - Publisher: Springer Science & Business Media
The book features many figures and tables illustrating longitudinal data and numerous homework problems. The associated web site contains many longitudinal data sets, examples of computer code, and labs to re-enforce the material. Weiss emphasizes continuous data rather than discrete data, graphical and covariance methods, and generalizations of regression rather
Linear Mixed Models for Longitudinal Data
Language: en
Pages: 570
Authors: Geert Verbeke, Geert Molenberghs
Categories: Mathematics
Type: BOOK - Published: 2009-05-12 - Publisher: Springer Science & Business Media
This book provides a comprehensive treatment of linear mixed models for continuous longitudinal data. Next to model formulation, this edition puts major emphasis on exploratory data analysis for all aspects of the model, such as the marginal model, subject-specific profiles, and residual covariance structure. Further, model diagnostics and missing data
Longitudinal Data Analysis
Language: en
Pages: 632
Authors: Garrett Fitzmaurice, Marie Davidian, Geert Verbeke, Geert Molenberghs
Categories: Mathematics
Type: BOOK - Published: 2008-08-11 - Publisher: CRC Press
Although many books currently available describe statistical models and methods for analyzing longitudinal data, they do not highlight connections between various research threads in the statistical literature. Responding to this void, Longitudinal Data Analysis provides a clear, comprehensive, and unified overview of state-of-the-art theory and applications. It also focuses on
Longitudinal Data Analysis
Language: en
Pages: 360
Authors: Donald Hedeker, Robert D. Gibbons
Categories: Mathematics
Type: BOOK - Published: 2006-05-12 - Publisher: John Wiley & Sons
Longitudinal data analysis for biomedical and behavioral sciences This innovative book sets forth and describes methods for the analysis of longitudinaldata, emphasizing applications to problems in the biomedical and behavioral sciences. Reflecting the growing importance and use of longitudinal data across many areas of research, the text is designed to
Methods and Applications of Longitudinal Data Analysis
Language: en
Pages: 530
Authors: Xian Liu
Categories: Mathematics
Type: BOOK - Published: 2015-09-11 - Publisher: Elsevier
Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. It introduces basic concepts and functions including a variety of regression models, and their practical applications across many areas of research. Statistical procedures featured within the text include:
Modeling Longitudinal and Multilevel Data
Language: en
Pages: 304
Authors: Todd D. Little, Kai U. Schnabel, J rgen Baumert
Categories: Psychology
Type: BOOK - Published: 2000-01-01 - Publisher: Psychology Press
This book focuses on the practical issues and approaches to handling longitudinal and multilevel data. All data sets and the corresponding command files are available via the Web. The working examples are available in the four major SEM packages--LISREL, EQS, MX, and AMOS--and two Multi-level packages--HLM and MLn. All equations