basksim (version 2.0.2)

adjust_lambda: Adjust Lambda

Description

Adjust Lambda

Usage

adjust_lambda(design, ...)

Value

A list containing the greatest estimated value for lambda with prec_digits decimal places which controls the family wise error rate at level alpha (one-sided) and the estimated family wise error rate for the estimated lambda.

Arguments

design

An object created with one of the setup functions.

...

Further arguments.

Details

The default method for adjust_lambda uses a combination of uniroot and grid search and calls toer in every iteration. For methods implemented in the bhmbasket package there are separate methods that are computationally more efficient.

Examples

# \donttest{
design <- setup_cpp(k = 3, p0 = 0.2)

# Equal sample sizes
adjust_lambda(design = design, n = 20, alpha = 0.05,
  design_params = list(tune_a = 1, tune_b = 1), iter = 1000)

# Unequal sample sizes
adjust_lambda(design = design, n = c(15, 20, 25), alpha = 0.05,
   design_params = list(tune_a = 1, tune_b = 1), iter = 1000)
# }