adaptative_Simu_Lambda_null: Simulation of Lambda null distribution on a sub tree

In william-denault/WaveletScreaming: A package to perform Wavelet Screening on GWAS data

Description

Simulation of Lambda null distribution.

Usage

adaptative_Simu_Lambda_null(nsimu, lambda, lev_res, ncp, sub, thresh)

Arguments

nsimu	number of simulation to perform.
lambda	the lambda parameter of the null distribution of the Bayes Factor.
lev_res	the maximum level of resolution needed.
ncp	the lambda parameter of the null distribution of the Bayes Factor, if not specified set at 0.

Details

Use the theoretical null distribution of the generated Bayes factor to perform simulation of null distriution of the test statistics of the Wavelet screening procedure.

References

Quan Zhou and Yongtao Guan, On the Null Distribution of Bayes Factors in linear Regression, Journal of the American Statistical Association, 518, 2017.

william-denault/WaveletScreaming documentation built on Jan. 23, 2021, 12:34 p.m.