Comprehensive Library for Working with Missing (NA) Values in Vectors
Tests for missing values
coerce_safe
Imputation by Cummutative FunctionsImpute using replacement values cal...
Impute by Constant ValueReplaces NAs by a constant
non-commutative imputationImpute missing values using non-commutative ...
Counts how many values are NA
na.bootstrap
Replace Missing Values
na.rm
na.unreplace
NA_explicit_
NA_logical
This comprehensive toolkit provide a consistent and extensible framework for working with missing values in vectors. The companion package 'tidyimpute' provides similar functionality for list-like and table-like structures). Functions exist for detection, removal, replacement, imputation, recollection, etc. of 'NAs'.
Useful links