Practical Longitudinal Data Analysis
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A01=David J. Hand
A01=Martin J. Crowder
advanced regression techniques
Asymptotic Covariance Matrix
Author_David J. Hand
Author_Martin J. Crowder
Category=PBT
Category=UNC
Complementary Log Log Transform
Compound Symmetry
Conditional Independence Model
Covariance Matrix
Covariance Structure
David Hand
Derived Variables
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
experimental data interpretation
Gaussian Estimation
Gaussian Log Likelihoods
GLM Term
Huynh Feldt Estimates
longitudinal regression methods in research
MANOVA Command
Martin Crowder
Maximum Quasi-likelihood Estimation
mixed effects models
Nonlinear Growth Curves
Practical Longitudinal Data Analysis
Quasi-score Function
Random Individual Level
Random Regression Coefficients
repeated measures analysis
Resulting Covariance Matrix
Sample Covariance Matrix
Sphericity Assumption
statistical software applications
Successive Error Terms
time series modeling
True Likelihood Function
True MLE
Unrestricted Covariance Matrix
Product details
- ISBN 9780412599408
- Weight: 590g
- Dimensions: 156 x 234mm
- Publication Date: 01 Mar 1996
- Publisher: Taylor & Francis Ltd
- Publication City/Country: GB
- Product Form: Hardback
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This text describes regression-based approaches to analyzing longitudinal and repeated measures data. It emphasizes statistical models, discusses the relationships between different approaches, and uses real data to illustrate practical applications. It uses commercially available software when it exists and illustrates the program code and output. The data appendix provides many real data sets-beyond those used for the examples-which can serve as the basis for exercises.
