Weighted Nearest Neighbor Imputation of Missing Values using Selected Variables

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Documentation for package ‘wNNSel’ version 0.1

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wNNSel-package Weighted Nearest Neighbor Imputation of Missing Values using Selected Variables
artifNA Introduce MCAR Missing Values in a matrix
artifNA.cv Introduce MCAR Missing Values in a matrix for cross validation
computeMAIE Mean Absolute Imputation Error
computeMSIE Mean Squared Imputation Error
computeNRMSE Normalized Root Mean Squared Imputatoin Error
cv.wNNSel Cross Validation for wNNSel Imputation
wNNSel Imputatin using wNNSel method.
wNNSel.impute Weighted Nearest Neighbor Imputation of Missing Values using Selected Variables