compute_distance_metropolis_to_condbern: The Metropolis sampler for Conditional Bernoulli distribution

Description Usage Arguments Value

View source: R/compute_distance_metropolis_idchecking.R

Description

compute an upper bound for the 2-Wasserstein distance between Metropolis sampler in metropolis_condbern.R and the Conditional-Bernoulli distribution

Usage

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compute_distance_metropolis_to_condbern(
  alpha,
  sum_x,
  num_mcmc,
  num_repeat,
  distance = "tv"
)

Arguments

alpha

vector of probabilities for the Poisson-Binomial distribution

sum_x

sum of all entries

num_mcmc

number of MCMC iterations to run before coupling

num_repeat

number of repetitions to get an estimate of the upper bound

distance

can be 'tv' or 'wasserstein'

Value

a vector of distance upper bounds for different number of iterations


nianqiaoju/agents documentation built on Feb. 19, 2021, 12:18 a.m.