barker_proposal         Create a new Barker proposal object.
bimodal_barker_proposal
                        Create a new Barker proposal object with
                        bimodal noise distribution.
chain_state             Construct a new chain state.
covariance_shape_adapter
                        Create object to adapt proposal with shape
                        based on estimate of target distribution
                        covariance matrix.
dual_averaging_scale_adapter
                        Create object to adapt proposal scale to coerce
                        average acceptance rate using dual averaging
                        scheme of Nesterov (2009) and Hoffman and
                        Gelman (2014).
example_gaussian_stan_model
                        Construct an example BridgeStan 'StanModel'
                        object for a Gaussian model.
hamiltonian_proposal    Create a new Hamiltonian proposal object.
langevin_proposal       Create a new Langevin proposal object.
random_walk_proposal    Create a new (Gaussian) random walk proposal
                        object.
robust_shape_adapter    Create object to adapt proposal shape (and
                        scale) using robust adaptive Metropolis
                        algorithm of Vihola (2012).
sample_chain            Sample a Markov chain
scale_adapter           Create object to adapt proposal scale to coerce
                        average acceptance rate.
shape_adapter           Create object to adapt proposal shape.
stochastic_approximation_scale_adapter
                        Create object to adapt proposal scale to coerce
                        average acceptance rate using a Robbins and
                        Monro (1951) scheme.
target_distribution_from_log_density_formula
                        Construct target distribution from a formula
                        specifying log density.
target_distribution_from_stan_model
                        Construct target distribution from a BridgeStan
                        'StanModel' object.
variance_shape_adapter
                        Create object to adapt proposal with per
                        dimension scales based on estimates of target
                        distribution variances.
