Description Usage Arguments Value Examples
Monte Carlo Fusion for sub-posteriors of the form exp(-((x^4)*beta)/2)
1 | fusion_diff_exp_4_rcpp(N, mean, time, C, samples_to_fuse, betas)
|
N |
number of samples |
mean |
mean value |
time |
time T for fusion algorithm |
C |
number of sub-posteriors to combine |
samples_to_fuse |
list of length C, where samples_to_fuse[c] containg the samples for the c-th sub-posterior |
betas |
vector of length C, where betas[c] is the beta for c-th sub-posterior |
samples: fusion samples
iters_rho: number of iterations from the first accept/reject step (rho)
iters_Q: number of iterations from the second (diffusion) accept/reject step (Q)
time: run-time of fusion sampler
1 2 | input_samples <- base_rejection_sampler_exp_4(beta = 1/2, nsamples = 100000, proposal_mean = 0, proposal_sd = 1, dominating_M = 1.3)
test1_standard <- fusion_diff_exp_4(N = 10000, time = 1, C = 2, samples_to_fuse = input_samples, betas = rep(1/2, 2))
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