Applied Longitudinal Data Analysis

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Applied Longitudinal Data Analysis

Applied Longitudinal Data Analysis
Author: Judith D. Singer
Publisher: Oxford University Press
ISBN: 0199882401
Size: 22.41 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: 301
Authors: Jos W. R. Twisk
Categories: Medical
Type: BOOK - Published: 2003-03-27 - Publisher: Cambridge University Press
A practical guide to longitudinal data analysis in medical research and epidemiology.
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
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:
Longitudinal Data Analysis
Language: en
Pages: 448
Authors: Professor Catrien C J H C J H Bijleveld, Leo J. Th. van der Kamp, Professor Leo J Th Van Der Kamp, Ab Mooijaart, Dr Willem A Van Der Van Der Kloot, Dr Rien Van Der Leeden, Eeke Van Der Burg
Categories: Analysis of variance
Type: BOOK - Published: 1998-10-26 - Publisher: SAGE
By looking at the processes of change over time - by carrying out longitudinal studies - researchers answer questions about learning, development, educational growth, social change and medical outcomes. However, longitudinal research has many faces. This book examines all the main approaches as well as newer developments (such as structural
Longitudinal Data Analysis
Language: en
Pages: 405
Authors: Jason Newsom, Richard N. Jones, Scott M. Hofer
Categories: Psychology
Type: BOOK - Published: 2013-06-19 - Publisher: Routledge
This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from major longitudinal data sets including practical information about their content
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