remove_missing_values {romic}

Remove Missing Values

Description

Account for missing values by dropping features, samples or using imputation.

Usage

remove_missing_values(
  tomic,
  value_var = NULL,
  missing_val_method = "drop_samples",
  verbose = TRUE
)

Arguments

tomic

Either a tidy_omic or triple_omic object

value_var

An abundance value to use with hclust

missing_val_method

Approach to remove missing values:

drop_features

Drop features with missing values

drop_samples

Drop samples which are missing all features, then drop features

impute

Impute missing values

verbose

extra reporting messages

Value

A tomic object where missing values have been accounted for.

Examples

remove_missing_values(brauer_2008_triple)