getConfInv: getConfInv function

In EDOIF: Empirical Distribution Ordering Inference Framework (EDOIF)

Description

getConfInv is a support function for bootstrapping method. Its main purpose is to compute a mean confidence intervals of all distributions.

Usage

getConfInv(Values, Group, GroupList, bootT, alpha, methodType)

Arguments

Values	is a vector of real-number values
Group	is a vector of categories of each real number in Values
GroupList	is a list of names of categories ascendingly ordered by their means.
bootT	is a number of times of sample with replacement for bootstrapping. The default is 1000. It must be above zero
alpha	is a significance level using in both confidence intervals and ordering inference it has the range [0,1]. The default is 0.05.
methodType	is an option for bootstrapping methods:either "perc" or "bca". The "perc" is the default option.

Value

This function returns a list of mean confidence intervals.

confInvsList[i,]

The mean confidence interval of sortedGroupList[i] category. confInvsList[i,1] is a lower bound and confInvsList[i,2] is an upper bound.

EDOIF documentation built on March 28, 2021, 9:11 a.m.