equa3vartest {testequavar}

Bootstrap test for equality of three (3) population variances

Description

Testing equality of three (3) population variances against the alternative that all variances are unequal.

Usage

equa3vartest(x1, x2, x3, a, B)

Arguments

x1

first sample vector of data or observations

x2

second sample vector of data or observations

x3

third sample vector of data or observations

a

significance level alpha

B

number of bootstrap samples. At least 500 is recommended.

Value

list consisting of a non-numeric decision whether to reject the null hypothesis or not, the significance level, the number of bootstrap samples used, and the bootstrap P-value calculated using the Euclidean distance.

References

Cahoy, DO (2010), A Bootstrap Test For Equality Of Variances, Computational Statistics & Data Analysis, 54(10), 2306-2316. doi:10.1016/j.csda.2010.04.012

Examples

x1=sqrt(10)*runif(10, -sqrt(3), sqrt(3) )
x2=sqrt(1)*runif(10, -sqrt(3), sqrt(3) )
x3=sqrt(1)*runif(10, -sqrt(3), sqrt(3) )
equa3vartest(x1,x2,x3, a=0.05, B=1000)


equa3vartest( rexp(10) ,rexp(10) ,rexp(10) ,  a=0.01, B=1000)