Bayesian Signed-Rank test — bayesianSignedRank.test • rNPBST

This function performs the Bayesian Signed-Rank test

bayesianSignedRank.test(
  x,
  y = NULL,
  s = 0.5,
  z_0 = 0,
  rope.min = -0.01,
  rope.max = 0.01,
  weights = NULL,
  mc.samples = 10000
)

Arguments

x	First vector of observations
y	Second vector of observations
s	Prior pseudo-observation probabilitie
z_0	Prior pseudo-observation
rope.min	Inferior limit of the rope considered
rope.max	Superior limit of the rope considered
weights	A priori weights
mc.samples	Number of samples of the distribution

Value

List with probabilities for each region and a sample of posterior distribution.

Examples

bsr <- bayesianSignedRank.test(results$random.forest, results$KNN)
bsr.stronger.prior <- bayesianSignedRank.test(results$random.forest, results$KNN, s=3, z_0 = 0.5)