base_rejection_sampler_mixG: Rejection sampler for base level

In rchan26/hierarchicalFusion: Divide-and-Conquer Monte Carlo Fusion

Rejection sampler for base level

Description

Sample for base level tempered mixture Gaussian

Usage

base_rejection_sampler_mixG(
  nsamples,
  weights,
  means,
  sds,
  beta,
  proposal_sds,
  dominating_M
)

Arguments

nsamples	number of samples per node
weights	vector: weights of mixture Gaussian
means	vector: means of mixture Gassuan
sds	vector: st.devs of mixture Gaussian
beta	real value between 0 and 1
proposal_sds	vector: st.devs of proposal mixture Gaussian
dominating_M	constant M to bound the target density

Value

list of length (1/beta) with samples from tempered mixture Gaussian

rchan26/hierarchicalFusion documentation built on Sept. 11, 2022, 10:30 p.m.