# Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length

## Documentation for package ‘XDNUTS’ version 1.6

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

XDNUTS-package | Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length
main_function | Function to generate a Markov chain for both continuous and discontinuous posterior distributions.
plot.XDNUTS | Function to view the draws from the posterior distribution.
print.summary.XDNUTS | Function for printing an object of class summary.XDNUTS
print.XDNUTS | Function for printing an object of class XDNUTS
set_parameters | Function that regulates the specifications of the xdnuts function.
summary.XDNUTS | Function to print the summary of an XDNUTS model.
trajectories | Function that approximate the Hamiltonian Flow for given starting values of the position and momentum of a particle in the phase space defined by the kinetic and potential energy provided in input.
viscosity | Blood viscosity data
xdextract | Function to extract samples from the output of an XDNUTS model.
XDNUTS | Discontinuous Hamiltonian Monte Carlo with Varying Trajectory Length
xdnuts | Discontinuous Hamiltonian Monte Carlo using both manual and automatic termination criteria.
xdtransform | Function to apply a transformation to the samples from the output of an XDNUTS model.