BSLR: Bayesian simple linear regression

In statwangz/SuSiE: A simple new approach to variable selection in regression, with application to genetic fine-mapping

Bayesian simple linear regression

Description

Bayesian simple linear regression

Usage

BSLR(x, y, sig2 = 10, sig02 = 0.1)

Arguments

x	variable (SNP), n*1 vector.
y	trait, n*1 vector.
sig2	hyperparameter, the variance of the trait y.
sig02	hyperparameter, the variance of the coefficient.

Value

Bayes factor (log scale), the estimate of the coefficient, the posterior mean of the coefficient, the posterior variance of the coefficient.

statwangz/SuSiE documentation built on Nov. 22, 2022, 5:21 p.m.