The bivariate posterior for the conformational transition rates and FRET efficiencies for experimental data acquired in the presence of different HJ concentrations. Here, we show our bivariate posteriors where red dots show MAP estimates. In (a), we show the posterior for a sample with 1 mM. We report escape rates of and s−1 in this case. The posterior for a sample with 3 mM is shown in (b). We report escape rates of and s−1 for this case. In (c), we show our posterior for a sample with 5 mM. Here, we report escape rates of and s−1. The posterior in (d) is for a sample with 10 mM. We report escape rates of and s−1.