Selection of Working Correlation Structure in Weighted Generalized Estimating Equation Method for Incomplete Longitudinal Data.
Masahiko GoshoChikuma HamadaIsao YoshimuraPublished in: Commun. Stat. Simul. Comput. (2014)
Keyphrases
- experimental evaluation
- classification method
- preprocessing
- computational cost
- pairwise
- significant improvement
- high accuracy
- cost function
- genetic algorithm
- selection scheme
- matching algorithm
- detection method
- detection algorithm
- support vector machine
- classification accuracy
- neural network
- knn
- fine tuning
- correlation analysis
- numerical methods
- selection algorithm
- correlation coefficient
- noisy data
- high precision
- multiscale
- objective function
- synthetic data
- prior knowledge
- dynamic programming
- segmentation algorithm
- support vector machine svm
- model selection