RESTK (version 1.0.1)

RESTK_training: RESTK Training

Description

RESTK_training function used to project the maxk line into the probabilities of interest

Usage

RESTK_training(
  training_data = NULL,
  probs = NULL,
  probs_interest = NULL,
  bootstrap_size = NULL,
  bootstrap_training_sims = NULL
)

Value

Returns the estimated maxk line from the probabilities of interest

Arguments

training_data

training data

probs

Probabilities where maxk was evaluated

probs_interest

Probabilities of interest to estimate

bootstrap_size

size of bootstrap simulations on the training data

bootstrap_training_sims

number of bootstrap simulations on the training data

Examples

training_data <- rnorm(1e3, mean = 100, sd = 10)
probs <- c(1-1e-1, 1-0.5e-1, 1-1e-2)
probs_interest <- c(1-1e-6, 1-1e-7)
bootstrap_size <- 1000
bootstrap_training_sims <- 100

maxk_line <- RESTK_training(training_data = training_data,
                           probs = probs,
                           probs_interest = probs_interest,
                           bootstrap_size = bootstrap_size,
                           bootstrap_training_sims = bootstrap_training_sims)