chain_convergence | Perform checks for convergence of multiple Markov chains. |
chain_diagnosis | Plots for assessing MCMC output. |
contour_matrix | Produce a matrix of contours plots from a data array |
get_levels1d | Find lower, upper intervals enclosing certain masses of a... |
get_levels2d | Compute contours encircling specified masses. |
gw_sampler | Goodman-Weare Markov Chain Monte Carlo sampler |
hist2d | Bin a set of (x,y) points into a 2D histogram |
interp_image | Interpolate an even grid of z(x,y) onto arbitrary (x,y)... |
mh_sampler | Random Walk Metropolis-Hastings sampler using multiple... |
plot_density | Produce a 1D density/histogram plot given data values 'x'. |
plot_density_contours | Produce a 2D density/histogram plot given data values 'x, y'. |
Rhat | compute the Gelman & Rubin R.hat statistic. |
stretch_move | Update an ensemble of 'walkers' using the 'stretch move' |
walk_move | Update an ensemble of 'walkers' using the 'walk move' |
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