derive_vars_event_flag: Adds Flag Variables for an Occurred Event .

In admiralvaccine: Vaccine Extension Package for ADaM in 'R' Asset Library

Adds Flag Variables for an Occurred Event .

Description

Creates two flag variables for the event occurred, one for the event occurred within each by group and one to flag if the event occurred or not for each day.

Usage

derive_vars_event_flag(
  dataset,
  by_vars,
  aval_cutoff,
  new_var1 = NULL,
  new_var2 = NULL
)

Arguments

dataset	Input dataset The variables specified by the by_vars argument are expected.
by_vars	Grouping variables The variables to be considered for grouping for creating a new variable new_var1
aval_cutoff	Cutoff value for AVAL For TESTCD code list values based on diameter, if AVAL is greater than aval_cutoff then the event is considered to have occurred. For example, if aval_cutoff = 2.5 then the subjects with AVAL value greater than 2.5 are considered.
new_var1	Name of the new flag variable 1 A new flag variable will be created with values `Y` or `N`. If the event is occurred at least once during a observation period for a subject then the new variable will be flagged as `Y` otherwise `N`.
new_var2	Name of the new flag variable 2. A new flag variable will be created with values `Y` or `N`. If the event is occurred on the particular day then the new variable will be flagged as `Y` otherwise `N`.

Details

The event is considered to have occurred if AVAL is greater than the aval_cutoff or AVALC has values Y, MILD, MODERATE, SEVERE. In all other cases, the event is not considered to have occurred.

The names for the new flag variables created will be sponsor specific.

For the new_var1 it will flag all observations as "Y" within the by group if the event occurred at least once during observation period. If the event is not at all occurred during the observation period then all the observations within by group will be flagged as "N".

For derived maximum records in FATESTCD , the new_var2 will be set to NA.

If both new_var1 and new_var2 are NULL, this function will return the input dataset as output dataset.

Value

The dataset with the flag variables added to it.

See Also

Other der_var: derive_var_aval_adis(), derive_vars_crit(), derive_vars_max_flag(), derive_vars_merged_vaccine(), derive_vars_params(), derive_vars_vaxdt()

Examples

library(tibble)
library(admiral)
library(dplyr)

input <- tribble(
  ~USUBJID, ~FAOBJ, ~ATPTREF, ~AVAL, ~AVALC, ~FATEST, ~FATESTCD, ~FASCAT,
  "1", "REDNESS", "VAC1", 3.5, "3.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC1", 4.5, "4.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC1", 1.5, "1.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC1", 4.5, "4.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "FATIGUE", "VAC1", 1, "MILD", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC1", 2, "MODERATE", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC1", 0, "NONE", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC1", 2, "MODERATE", "Severity", "SEV", "SYSTEMIC",
  "1", "REDNESS", "VAC2", 6.5, "6.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC2", 7.5, "7.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC2", 2.5, "2.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "REDNESS", "VAC2", 7.5, "7.5", "Diameter", "DIAMETER", "ADMIN-SITE",
  "1", "FATIGUE", "VAC2", 1, "MILD", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC2", 2, "MODERATE", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC2", 0, "NONE", "Severity", "SEV", "SYSTEMIC",
  "1", "FATIGUE", "VAC2", 2, "MODERATE", "Severity", "SEV", "SYSTEMIC",
)

derive_vars_event_flag(
  dataset = input,
  by_vars = exprs(USUBJID, FAOBJ, ATPTREF),
  aval_cutoff = 2.5,
  new_var1 = EVENTL,
  new_var2 = EVENTDL
)

admiralvaccine documentation built on Sept. 11, 2024, 6:35 p.m.