bootstrap_ci: Calculate block bootstrap confidence interval

In jgellar/GroupMatch: GroupMatch: Optimal Matching under Rolling Enrollment

Calculate block bootstrap confidence interval

Description

Calculate block bootstrap confidence interval

Usage

bootstrap_ci(match, dat, treat_variable = "treat",
  outcome_variable = "y_obs", trajectory_id = "personID",
  ci_level = 0.95, reps = 1000, outcome_model = NA)

Arguments

match	GroupMatch output
dat	Dataset GroupMatch was performed on
treat_variable	Name of the treatment variable in the dataset
outcome_variable	Name of the outcome variable in the dataset
trajectory_id	Name of the column that identifies trajectories
ci_level	Confidence level
reps	Number of bootstrap reps
outcome_model	Outcome model, if bias correction is used

Value

Vector with confidence interval endpoints

jgellar/GroupMatch documentation built on Nov. 8, 2022, 10:48 p.m.