admiral (version 1.3.0)

impute_date_time: Impute Missing Values

Description

Imputes missing values in partial date/time components using target values.

Usage

impute_date_time(partial, target)

Value

A list of imputed date/time components.

Arguments

partial

A list of partial date/time components.

Default value

none

target

A list of target values for imputation.

Default value

none

Examples

# Impute missing values for date components
partial_date <- list(year = "2020", month = NA_character_, day = NA_character_)
target_date <- list(year = "2020", month = "01", day = "01")
imputed_date <- admiral:::impute_date_time(partial_date, target_date)
print(imputed_date)

# Impute missing values for datetime components
partial_datetime <- list(
  year = "2020", month = NA_character_, day = NA_character_,
  hour = "12", minute = NA_character_, second = NA_character_
)
target_datetime <- list(
  year = "2020", month = "01", day = "01",
  hour = "12", minute = "00", second = "00"
)
imputed_datetime <- admiral:::impute_date_time(
  partial_datetime, target_datetime
)
print(imputed_datetime)

# Impute missing values when some components are already present
partial_mixed <- list(year = "2020", month = "06", day = NA_character_)
target_mixed <- list(year = "2020", month = "01", day = "01")
imputed_mixed <- admiral:::impute_date_time(partial_mixed, target_mixed)
print(imputed_mixed)