Skip to contents

Weighted t-tests across multiple outcomes

Source: R/survey_ttest.R
survey_ttest.Rd

Runs survey::svyttest() for each outcome against a single binary grouping variable, returning a tidy stacked tibble.

Usage

survey_ttest(svy_df, outcomes, group_var, wt_var)

Arguments

svy_df

A data frame containing the survey data.

outcomes

Character vector of outcome variables.

group_var

A string naming the (binary) grouping variable.

wt_var

A string naming the survey weight column.

Value

A data frame with one row per outcome: outcome, group_var, estimate (mean difference), statistic (t), df, p_value, ci_lower, ci_upper.

Details

Requires the survey package to be installed.

Examples

if (FALSE) { # \dontrun{
survey_ttest(nptrends_y6_clean,
             outcomes = c("LLLostAmt", "LLDelayWeeks1to6Median"),
             group_var = "census_urban_area",
             wt_var = "weight_year6plus")
} # }