boot_est: Get estimate and CI using a function as input

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

Get estimate and CI using a function as input

Description

Get estimate and CI using a function as input.

Usage

boot_est(
  data,
  func,
  times = 1000,
  alpha = 0.05,
  seed = NULL,
  transf = c("identity", "exp", "expit"),
  terms = 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.
transf	Type of conversion. Must be one of c("identity", "exp", "expit"), default is identity.
terms	Character vector used to reorder the rows using the term column. When NULL, no reordering takes place.
...	Other named arguments for func.

Details

Boostrap with a function and extra arguments as input. The function is called statistic to remain constant with boot::boot.

Value

Dataframe of estimates with confidence interval.

See Also

effect_transf

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