computeBootObj: Computes the bootObj for sequential sampling procedures...

In safestats: Safe Anytime-Valid Inference

Computes the bootObj for sequential sampling procedures regarding nPlan, beta, the implied target

Description

Computes the bootObj for sequential sampling procedures regarding nPlan, beta, the implied target

Usage

computeBootObj(
  values,
  power = NULL,
  nPlan = NULL,
  nBoot = 1000L,
  alpha = NULL,
  beta = NULL,
  objType = c("nPlan", "nMean", "power", "beta", "betaFromEValues", "logImpliedTarget",
    "expectedStopTime")
)

Arguments

values	numeric vector. If objType equals "nPlan" or "beta" then values should be stopping times, if objType equals "logImpliedTarget" then values should be eValues.
power	numeric in (0, 1) that specifies the desired power, that is, the targetted chance to stop in favour of the alternative over the null hypothesis, when the alternative holds true. Note that prior to version 0.8.8 power <- 1-beta. The "beta" argument does not need to be specified anymore.
nPlan	numeric vector of length at most 2 representing the planned sample size(s).
nBoot	integer > 0 representing the number of bootstrap samples to estimate the uncertainty of various estimates.
alpha	numeric in (0, 1) that specifies the tolerable type I error and the null rejection rule e >= 1/alpha.
beta	numerical in (0,1). Old parameter now replaced by the power parameter
objType	character string either "nPlan", "nMean", "beta", "betaFromEValues", "expectedStopTime" or "logImpliedTarget".

Value

bootObj

Examples

computeBootObj(1:100, objType="nPlan", beta=0.3)

safestats documentation built on Sept. 6, 2026, 1:06 a.m.