refine: Refining the estimation

In sse: Sample Size Estimation

Description

Increasing the number of iterations for estimating the sample size for the 'theta' and 'xi' as specified for the example.

Usage

refine(object, factor = 10)

Arguments

object	An object of class power.
factor	An integer larger than one that is multiplied with the available number of iterations to from the target number of iterations.

Value

An object of class power.

Note

This function is only useful if the object of class power was generated using a resamling approach.

Examples

 ## takes quite some time
## defining the range of n and theta to be evaluated
psi <- powPar(theta = seq(from = 0.5, to = 1.5, by = 0.1),
              n = seq(from = 20, to = 60, by = 2))

## defining a power-function               
powFun <- function(psi){
  x <- rnorm(n(psi)/2)
  y <- rnorm(n(psi)/2) + theta(psi)
  return(wilcox.test(x = x, y = y)$p.value < 0.05)
}


## evaluating the power-function for all combinations of n and theta
calc <- powCalc(psi, powFun, n.iter = 10)

## adding example at theta of 1 and power of 0.9
pow <- powEx(calc, theta = 1, power = 0.9)

## another 900 (= 1000 - 100) iterations
refine(pow)

sse documentation built on May 19, 2021, 3 p.m.