sample_parameters: sample_parameters
In brunaw/hebart: Hierachical Embedded Bayesian Additive Regression Trees

sample_parameters

R Documentation

sample_parameters

Description

sample_parameters

Usage

sample_parameters(
  type = "tau",
  P = P,
  i = i,
  N = NULL,
  beta = NULL,
  alpha = NULL,
  current_tree_post = NULL,
  k1 = NULL,
  k2 = NULL,
  tau_post,
  J = NULL,
  mu_post = NULL
)

Arguments

`type`	The type of parameter to be sampled ("tau", "mu" or "muj")
`P`	The number of trees
`i`	The current iteration number
`N`	The size of the data
`beta`	A parameter from the tau prior
`alpha`	A parameter from the tau prior
`current_tree_post`	The current trees object
`k1`	The current value of the k1 parameter
`k2`	The current value of the k2 parameter
`tau_post`	The current value of the posterior tau
`J`	The number of groups
`mu_post`	The current set of mu posterior values