Multiple Imputation of Predictor Variables Using Generalized Additive Models.
Roel de JongStef van BuurenMartin SpiessPublished in: Commun. Stat. Simul. Comput. (2016)
Keyphrases
- generalized additive models
- multiple imputation
- predictor variables
- missing data
- statistical databases
- logistic regression
- linear regression
- logistic regression models
- regression model
- incomplete data
- missing values
- chi square
- statistically significant
- statistical analyses
- nonlinear models
- ridge regression
- expectation maximization
- loss function
- input variables
- decision trees
- multiple regression
- bayesian networks
- dependent variables
- independent variables
- em algorithm
- least squares
- information gain
- correlation coefficient
- naive bayes