Package index

All functions

col_vars()

Calculate Matrix Column Variances

compute_metrics()

Compute Prediction Accuracy Metrics

group_imp()

Grouped K-NN or PCA Imputation

knn_imp()

K-Nearest-Neighbor Imputation for Numeric Matrices

lobpcg_control()

LOBPCG Eigensolver Control Options

mat_miss()

Column or Row Missing Counts and Proportions

mean_imp_col()

Column Mean Imputation

pca_imp()

PCA Imputation for Numeric Matrices

prep_groups()

Prepare Groups for Imputation

print(<slideimp_results>)

Print a slideimp_results Object

print(<slideimp_sim>)

Print a slideimp_sim Object

print(<slideimp_tbl>)

Print a slideimp_tbl Object

sample_na_loc()

Sample Missing-Value Locations with Constraints

sim_mat()

Simulate a Matrix with Metadata

slide_imp()

Sliding-Window K-NN or PCA Imputation

slideimp_resolve_group()

Resolve a Group Specification to a Data Frame

tune_imp()

Tune Imputation Method Parameters