Variable selection in multivariate regression models with measurement error in covariates.
Jingyu CuiGrace Y. YiPublished in: J. Multivar. Anal. (2024)
Keyphrases
- regression model
- measurement error
- variable selection
- model selection
- cross validation
- group lasso
- input variables
- linear models
- multivariate regression
- high dimensional
- explanatory variables
- range images
- response variable
- prediction model
- regression analysis
- regression methods
- sample size
- focal length
- dimension reduction
- logistic regression models
- gaussian process
- sample points
- linear model
- ls svm
- vanishing points
- feature selection
- survival analysis
- markov blanket
- straight line
- pose estimation
- unsupervised learning
- nearest neighbor
- pattern recognition