Methods and Applications of Longitudinal Data Analysis
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Book Overview Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological...
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:
- descriptive methods for delineating trends over time
- linear mixed regression models with both fixed and random effects
- covariance pattern models on correlated errors
- generalized estimating equations
- nonlinear regression models for categorical repeated measurements
- techniques for analyzing longitudinal data with non-ignorable missing observations
Emphasis is given to applications of these methods, using substantial empirical illustrations, designed to help users of statistics better analyze and understand longitudinal data.
Methods and Applications of Longitudinal Data Analysis equips both graduate students and professionals to confidently apply longitudinal data analysis to their particular discipline. It also provides a valuable reference source for applied statisticians, demographers and other quantitative methodologists.
Book Details Format: Hardcover | Pages: 530 | Language: English | Publisher: ACADEMIC PR INC | ISBN: 0128013427
FormatHardcover
Pages530
LanguageEnglish
ISBN0128013427
EAN9780128013427
PublisherACADEMIC PR INC
Publication Date1970-01-01
Edition1
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight2.47 Pounds
Length9.25 Inches
Width7.5 Inches
Height1.13 Inches
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