Comprehensive Library for Working with Missing (NA) Values in Vectors

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Documentation for package ‘na.tools’ version 0.3.1

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all_na Tests for missing values
all_na.default Tests for missing values
any_na Tests for missing values
coerce_safe coerce_safe
impute-commutative Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
impute-constant Impute by Constant Value Replaces 'NA's by a constant
impute-noncommutative non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*.
is_na Tests for missing values
na.bootstrap na.bootstrap
na.constant Impute by Constant Value Replaces 'NA's by a constant
na.cummax non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*.
na.cummin non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*.
na.cumprod non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*.
na.cumsum non-commutative imputation Impute missing values using non-commutative functions, i.e. where the order *matters*.
na.explicit Replace Missing Values
na.false Impute by Constant Value Replaces 'NA's by a constant
na.howmany Counts how many values are NA
na.implicit na.unreplace
na.inf Impute by Constant Value Replaces 'NA's by a constant
na.max Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.mean Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.median Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.min Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.mode Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.most_freq Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.n Counts how many values are NA
na.neginf Impute by Constant Value Replaces 'NA's by a constant
na.pct Counts how many values are NA
na.quantile Imputation by Cummutative Functions Impute using replacement values calculated from a univariate, cummuative function.
na.replace Replace Missing Values
na.resample na.bootstrap
na.rm na.rm
na.true Impute by Constant Value Replaces 'NA's by a constant
na.unreplace na.unreplace
na.unreplace.character na.unreplace
na.unreplace.default na.unreplace
na.unreplace.factor na.unreplace
na.zero Impute by Constant Value Replaces 'NA's by a constant
NA_explicit_ NA_explicit_
NA_logical NA_logical
n_na Counts how many values are NA
pct_na Counts how many values are NA
which_na Tests for missing values