Listed below are the sampling methods for which functions are provided to simulating draws from distributions that can be specified up to constants of proportionalities. Model-based section-Sampler constructors are available for use with the mcmc engine as well as stand-alone functions that can be used independently.
samplers/abc.rst samplers/amm.rst samplers/amwg.rst samplers/bhmc.rst samplers/bmc3.rst samplers/bmg.rst samplers/dgs.rst samplers/hmc.rst samplers/mala.rst samplers/miss.rst samplers/nuts.rst samplers/rwm.rst samplers/slice.rst samplers/slicesimplex.rst
The following table summarizes the (d-dimensional) sample spaces over which each method simulates draws, whether draws are generated univariately or multivariately, and whether transformations are applied to map parameters to the sample spaces.