Comparison of Missing Values Handling Techniques Using MICE Package Tools of R Software and Logistic Regression Model.
Vasiliy NadragaVolodymyr SmirnovOleksandra BoikoVladyslav DerekoPublished in: ISDMCI (2020)
Keyphrases
- regression model
- missing values
- missing data
- data imputation
- incomplete data
- generalized linear models
- regression analysis
- regression methods
- missing data imputation
- model selection
- explanatory variables
- high dimensional data
- logistic regression
- gaussian process
- linear regression model
- multivariate regression
- interval valued data
- missing attribute values
- data mining
- data sets