Therefore, we perform a paired t-test between the free energy estimates from the first 10 % and final 50 % of the data for each replicate. This is repeated while sequentially discarding more data from the start of the simulation up to some threshold. The data is accepted as equilibrated when there is no evidence for a significant difference between the paired samples at the 95 % confidence level.