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Methods and Applications of Longitudinal Data Analysis
Barnes and Noble
Methods and Applications of Longitudinal Data Analysis
Current price: $150.00
Barnes and Noble
Methods and Applications of Longitudinal Data Analysis
Current price: $150.00
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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
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