Скачать или смотреть Multiple Imputation by Chained Equations - MICE and kNN function for dealing with missing data in R

Data Science with RStudio
Multiple Imputation by Chained Equations (MICE) is a robust, informative method of dealing with missing data in datasets. The procedure ‘fills in’ (imputes) missing data in a dataset through an iterative series of predictive models. In each iteration, each specified variable in the dataset is imputed using the other variables in the dataset.

k-Nearest Neighbour Imputation based on a variation of the Gower Distance for numerical, categorical, ordered, and semi-continuous variables.

Tags:
#mice , #knn , #missing #data , #rstudio
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