bootR_run: Bootstrapping Confidence Intervals with Base R

In FrankLef/fciR: Data and functions used with Fundamentals of Causal Inference by Babette Brumback

Bootstrapping Confidence Intervals with Base R

Description

Bootstrapping confidence intervals with base R.

Usage

bootR_run(data, func, times = 1000, alpha = 0.05, seed = NULL, ...)

Arguments

data	Dataframe of raw data.
func	Function applied to data by bootstrapping.
times	Number of bootstrap replicates. Default is 1000.
alpha	Alpha used by percentile to give interval in c(alpha, 1- alpha).
seed	Seed for random number generator. If NULL the seed itself is random.
...	Other named arguments for statistic.

Details

Generate a dataframe of estimates using he boot::boot function for bootstrapping and boot::boot.ci to compute the confidence intervals.

Value

Dataframe with term, .lower, .estimate, .upper, .alpha, .method.

See Also

boot::boot boot::boot.ci

FrankLef/fciR documentation built on Nov. 12, 2023, 6:09 a.m.