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Additional file1: Figure S1. Example of the traceplot before and after thinning for the population mean parasite clearance rate, $$\gamma$$ γ . Figure S2. Example of the traceplot before and after thinning for the probability of lag and tail phases, $${\pi }^{\ell}$$ π ℓ and $${\pi }^{\tau }$$ π τ . Table S1. Summary statistics for parasite clearance rates (/hour) using WWARN PCE and Bayesian hierarchical modelling methods. Table S2. Estimated parasite clearance rates by antimalarial treatment administered using WWARN PCE and Bayesian hierarchical modelling.