Téléchargez le livre : Methods and Applications of Longitudinal Data Analysis

Methods and Applications of Longitudinal Data Analysis



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Éditeur :

Academic Press


Paru le : 2015-09-01



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Description
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. - From novice to professional: this book starts with the introduction of basic models and ends with the description of some of the most advanced models in longitudinal data analysis - Enables students to select the correct statistical methods to apply to their longitudinal data and avoid the pitfalls associated with incorrect selection - Identifies the limitations of classical repeated measures models and describes newly developed techniques, along with real-world examples.
Pages
530 pages
Collection
n.c
Parution
2015-09-01
Marque
Academic Press
EAN papier
9780128013427
EAN PDF
9780128014820
Informations sur l'ebook
Nombre pages copiables
53
Nombre pages imprimables
53
Taille du fichier
16251 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
113,94 €
EAN EPUB SANS DRM
9780128014820
Informations sur l'ebook
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
113,94 €

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