Index

_

__init__() (monte.base_sampler.BaseSampler method) (monte.gaussian_metropolis.GaussianMetropolis method) (monte.generalized_metropolis.GeneralizedMetropolis method) (monte.gibbs_sampler.GibbsSampler method) (monte.hamiltonian_mc.HamiltonianMC method) (monte.metropolis_hastings.MetropolisHastings method)

A

acceptance_rate() (monte.base_sampler.BaseSampler method)

acceptances (monte.base_sampler.BaseSampler property)

B

BaseSampler (class in monte.base_sampler)

C

credible_interval() (monte.base_sampler.BaseSampler method)

E

ergodic_mean() (monte.base_sampler.BaseSampler method)

ess() (monte.base_sampler.BaseSampler method)

G

GaussianMetropolis (class in monte.gaussian_metropolis) gelman_rubin() (in module monte.convergence_checks)

GeneralizedMetropolis (class in monte.generalized_metropolis) geweke() (monte.base_sampler.BaseSampler method) GibbsSampler (class in monte.gibbs_sampler)

H

HamiltonianMC (class in monte.hamiltonian_mc)

heidelberger_welch() (monte.base_sampler.BaseSampler method)

I

importance() (in module monte.importance_sampling)

integrator() (in module monte.monte_carlo_integrator)

L

lp (monte.base_sampler.BaseSampler property)

M

mean() (monte.base_sampler.BaseSampler method) MetropolisHastings (class in monte.metropolis_hastings) module monte.base_sampler monte.convergence_checks monte.gaussian_metropolis monte.generalized_metropolis monte.gibbs_sampler monte.hamiltonian_mc monte.importance_sampling monte.metropolis_hastings monte.monte_carlo_integrator monte.rejection_sampling monte.base_sampler module monte.convergence_checks module

monte.gaussian_metropolis module monte.generalized_metropolis module monte.gibbs_sampler module monte.hamiltonian_mc module monte.importance_sampling module monte.metropolis_hastings module monte.monte_carlo_integrator module monte.rejection_sampling module multivariate_gelman_rubin() (in module monte.convergence_checks)

P

parameter_kde() (monte.base_sampler.BaseSampler method) plot_acf() (monte.base_sampler.BaseSampler method)

plot_ergodic_mean() (monte.base_sampler.BaseSampler method) plot_histogram() (monte.base_sampler.BaseSampler method) plot_histogram_fold() (monte.base_sampler.BaseSampler method)

Q

quantiles() (monte.base_sampler.BaseSampler method)

R

raftery_lewis() (monte.base_sampler.BaseSampler method)

rejection() (in module monte.rejection_sampling)

S

sample() (monte.gaussian_metropolis.GaussianMetropolis method) (monte.generalized_metropolis.GeneralizedMetropolis method) (monte.gibbs_sampler.GibbsSampler method) (monte.hamiltonian_mc.HamiltonianMC method) (monte.metropolis_hastings.MetropolisHastings method)

samples (monte.base_sampler.BaseSampler property) save_samples() (monte.base_sampler.BaseSampler method) stationarity_test() (monte.base_sampler.BaseSampler method) std() (monte.base_sampler.BaseSampler method)

T

traceplots() (monte.base_sampler.BaseSampler method)