# Numeric Matrices K-NN and PCA Imputation

## Documentation for package ‘slideimp’ version 0.5.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

col_vars | Calculate Matrix Column Variance
compute_metrics | Compute Prediction Accuracy Metrics
group_features | Group Features for Imputation
group_imp | Grouped K-NN or PCA Imputation
khanmiss1 | Khan microarray data with random missing values
knn_imp | K-Nearest Neighbor Imputation for Numeric Matrices
mean_imp_col | Column Mean Imputation
pca_imp | Impute dataset with PCA
print.ImputedMatrix | Print ImputedMatrix
sim_mat | Simulate Methylation Beta Values with Metadata
slide_imp | Sliding Window K-NN or PCA Imputation
tune_imp | Tune Parameters for Imputation Methods