Classification of longitudinal data through a semiparametric mixed-effects model based on lasso-type estimators

Keyphrases

• Longitudinal Data 100%
• Semiparametric Mixed-effects Model 100%
• Unknown Function 100%
• Least Absolute Shrinkage and Selection Operator (LASSO) 100%
• Semi-parametric 66%
• Maximum Likelihood Estimation 33%
• Classification Rules 33%
• Linear Mixed Model 33%
• Estimation Method 33%
• Fixed Effects 33%
• Nonparametric 33%
• Nonparametric Methods 33%
• Infinite Dimension 33%
• Finite-dimensional 33%
• Variance Components 33%
• Classification Methods 33%
• Simulation Study 33%
• Pregnancy Stages 33%
• Random Effects 33%
• Function Parameters 33%
• Hormone Levels 33%
• Nonlinear Mixed Effects 33%
• EM Algorithm 33%
• Bayes Classifier 33%
• Abnormal Pregnancy Outcomes 33%

INIS

• data 100%
• classification 100%
• pregnancy 66%
• levels 33%
• density 33%
• applications 33%
• datasets 33%
• algorithms 33%
• simulation 33%
• randomness 33%
• maximum-likelihood fit 33%
• proposals 33%
• nonlinear problems 33%
• hormones 33%

Mathematics

• Least Absolute Shrinkage and Selection Operator 100%