An Efficient Multiple Imputation Approach for Estimating Equations with Response Missing at Random and High-Dimensional Covariates.
Lei WangSiying SunZheng XiaPublished in: J. Syst. Sci. Complex. (2021)
Keyphrases
- multiple imputation
- missing data
- high dimensional
- incomplete data
- missing values
- statistical databases
- high dimensionality
- logistic regression
- data points
- variable selection
- differential equations
- parameter space
- mathematical model
- decision trees
- linear systems
- high dimensional data
- expectation maximization
- low dimensional
- nearest neighbor
- database
- sample size
- regression model
- dimensionality reduction
- image data
- probabilistic model
- rigid body
- feature space
- numerical solution
- polynomial equations
- randomly distributed