complete_results | Completed data sets as long data.frame |
entropy | Calculate entropy of categorical data |
frequency_of_imputed | Frequency of imputed values of categorical data |
get_maps_to_categories | Map from levels proposed by as.factor to each integer and... |
leiks_D | Calculate Leik's D of ordered data |
measure_correlation | Measure correlation and stationary proportion between... |
measure_degenerate | Measure if reached limit of iterations |
measure_stekhoven_2012 | Measure change between completed data sets as per Stekhoven... |
no_information_impute | Impute missing data using mean or mode of complete cases |
perform_missforest | Perform missForest iteration |
sample_from_ranger | Predict or sample values from fitted ranger object |
sample_impute | Impute missing data using sample from complete cases |
samples_as_matrix | Random samples from the first natural numbers |
smirf | Single of multiple imputation of missing data using random... |
smirf-package | 'smirf': Single or multiple imputation of missing data using... |
stationary_rate | Compute rate of stationary values |
statistics_of_imputed | Calculate statistics of imputed data |
stop_condition | Evaluate stop condition of imputation procedure |
unmap_categories | Map categorical data to values |
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