ard_smd_smd: ARD Standardized Mean Difference

In cardx: Extra Analysis Results Data Utilities

ARD Standardized Mean Difference

Description

Standardized mean difference calculated via smd::smd() with na.rm = TRUE. Additionally, this function add a confidence interval to the SMD when std.error=TRUE, which the original smd::smd() does not include.

Usage

ard_smd_smd(data, by, variables, std.error = TRUE, conf.level = 0.95, ...)

Arguments

data	(data.frame/survey.design) a data frame or object of class 'survey.design' (typically created with survey::svydesign()).
by	(tidy-select) column name to compare by.
variables	(tidy-select) column names to be compared. Independent tests will be computed for each variable.
std.error	(scalar logical) Logical indicator for computing standard errors using smd::compute_smd_var(). Default is TRUE.
conf.level	(scalar numeric) confidence level for confidence interval. Default is 0.95.
...	arguments passed to smd::smd()

Value

ARD data frame

Examples

ard_smd_smd(cards::ADSL, by = SEX, variables = AGE)
ard_smd_smd(cards::ADSL, by = SEX, variables = AGEGR1)

cardx documentation built on Sept. 11, 2024, 9:12 p.m.