Efficient and doubly-robust methods for variable selection and parameter estimation in longitudinal data analysis.
Liya FuZhuoran YangFengjing CaiYou-Gan WangPublished in: Comput. Stat. (2021)
Keyphrases
- parameter estimation
- variable selection
- model selection
- cross validation
- data analysis
- least squares
- markov random field
- maximum likelihood
- parameter values
- linear models
- data mining
- random fields
- dimension reduction
- estimation problems
- parameter estimation algorithm
- input variables
- unsupervised learning
- em algorithm
- high dimensional
- preprocessing
- image processing
- machine learning