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MD2sample (version 1.0.0)

power_pvals: This function finds the power for tests that find their own p values

Description

This function finds the power for tests that find their own p values

Usage

power_pvals(
  rxy,
  avals,
  bvals,
  TS,
  typeTS,
  TSextra = list(a = 0),
  nbins = c(5, 5),
  minexpcount = 5,
  Ranges = matrix(c(-Inf, Inf, -Inf, Inf), 2, 2),
  alpha = 0.05,
  B = 1000
)

Value

A matrix of power values

Arguments

rxy

a function to generate data

avals

vector of parameter values

bvals

vector of parameter values

TS

routine that runs the test and returns p values

typeTS

type of problem, continuous or discrete

TSextra

=list(a=0) a list of things passed to TS, if needed

nbins

=c(5, 5), bins for chi square tests.

minexpcount

=5, lowest required count for chi-square test

Ranges

=matrix(c(-Inf, Inf, -Inf, Inf),2,2) a 2x2 matrix with lower and upper bounds

alpha

=0.05 type I error probability of test

B

=1000 number of simulation runs