tests/testthat/test_posterior_common_cov.R

In mashr: Multivariate Adaptive Shrinkage

context("test_posterior_common_cov.R")
test_that("posterior calculations with common cov match regular version",{
  Bhat = rbind(c(1,2,3),c(2,4,6))
  Shat = rbind(c(1,1,1),c(1,1,1))
  data = mash_set_data(Bhat,Shat)
  Ulist = cov_canonical(data)
  posterior_weights = matrix(1/length(Ulist),nrow = 2, ncol=length(Ulist))
  out1 = compute_posterior_matrices_general_R(data,A=diag(3),Ulist,posterior_weights)
  out2 = compute_posterior_matrices_common_cov_R(data,A=diag(3),Ulist,posterior_weights)
  expect_equal(out1,out2)
  out1 = calc_post_rcpp(t(data$Bhat),t(data$Shat), matrix(0,0,0), matrix(0,0,0), data$V, matrix(0,0,0), diag(ncol(data$Bhat)), simplify2array(Ulist),t(posterior_weights), TRUE, FALSE)
  out2 = calc_post_rcpp(t(data$Bhat),t(data$Shat), matrix(0,0,0), matrix(0,0,0), data$V, matrix(0,0,0), diag(ncol(data$Bhat)), simplify2array(Ulist),t(posterior_weights), FALSE, FALSE)
  expect_equal(out1,out2)
}
)