gen_boot_propci: Percentile of Bootstrapped Lineup Proportion

In r4lineups: Statistical Inference on Lineup Fairness

Description

Function for computing arbitrary percentile of bootstrapped lineup proportion

Usage

gen_boot_propci(lineuprops, perc = 0.05)

Arguments

lineuprops	A vector of bootstrapped lineup proportions
perc	Percentile to be computed. Must be declared by user (scalar) Defaults to .05

Details

Can be used to calculate confidence intervals at desired level of alpha

Value

Arbitrary percentile of bootstrapped lineup proportion

Examples

#Data:
lineup_vec <- round(runif(100, 1, 6))
target_pos <- 3
k <- 6

#Bootstrap data:
lineup_boot_df <- gen_boot_samples(lineup_vec, 1000)

#Compute proportion for bootstrap samples:
lineuprops <- gen_lineup_prop(lineup_boot_df, target_pos, 6)

#Get boot CIs:
prop_bootci_lower <- gen_boot_propci(lineuprops, perc = .025)
prop_bootci_upper <- gen_boot_propci(lineuprops, perc = .975)

r4lineups documentation built on May 2, 2019, 7:10 a.m.