summary.ov: summary.ov

In OVtool: Omitted Variable Tool

Description

Produces summary information that contains a recommendation for reporting the sensitivity analyses

Usage

## S3 method for class 'ov'
summary(object, model_results, sig_level = 0.05, progress = TRUE, ...)

Arguments

object	The object returned from OVtool::ov_simgrid()
model_results	The object returned from OVtool::outcome_model()
sig_level	The alpha level with default 0.05
progress	Whether or not the function progress should print to screen. The default value is TRUE. If the user does not want the output to print to screen, they should set to FALSE.
...	Additional arguments.

Value

This function will print a recommendation for reporting the sensitivity analyses.

Examples

data(sud)
sud = data.frame(sud)
sud$treat = ifelse(sud$treat == "A", 1, 0)
sud$wts = sample(seq(1, 10, by=.01), size=nrow(sud), replace = TRUE)
outcome_mod = outcome_model(data = sud,
                            weights = "wts",
                            treatment = "treat",
                            outcome = "eps7p_6",
                            model_covariates = c("sfs8p_0", "eps7p_0"),
                            estimand = "ATE")

ovtool_results = ov_sim(model_results=outcome_mod,
                        plot_covariates=c("sfs8p_0"),
                        es_grid = NULL,
                        rho_grid = NULL,
                        n_reps = 2,
                        progress=FALSE)
summary = summary.ov(object = ovtool_results,
                     model_results = outcome_mod,
                     sig_level=0.05,
                     progress = FALSE)

OVtool documentation built on Nov. 2, 2021, 9:07 a.m.