Comparison between the posterior samples obtained via Gibbs sampling (red) and those obtained using the existing emcee method (black), for the binary millisecond pulsar PSR J1526-2744. Template pulse profile parameters are shown in the upper right corner, while timing model parameters are shown in the lower left. There are no strong correlations between pairs of parameters across these two blocks. Contour lines are at the 1σ, 2σ, and 3σ levels.