Name: Methods and Applications of Longitudinal Data Analysis (en Inglés)
SKU: 48571854
Price: 149.22 USD
Availability: InStock
Author: Xian Liu

portada Methods and Applications of Longitudinal Data Analysis (en Inglés)

Methods and Applications of Longitudinal Data Analysis (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Xian Liu

Idioma

Inglés

Encuadernación

Tapa Dura

Dimensiones

23.5x19.1x2.9 cm

Peso

1.12 kg.

ISBN13

9780128013427

Categorías

Matemáticas aplicadas

Methods and Applications of Longitudinal Data Analysis (en Inglés)

Xian Liu (Autor) · Academic Press · Tapa Dura

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Reseña del libro "Methods and Applications of Longitudinal Data Analysis (en Inglés)"

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.