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Science has striven to do better since its inception and has given us good philosophies, methodologies and statistical tools that, in their own way, do reasonably well for purpose. Unfortunately, progress has also been marred by historical clashes among perspectives, typically between frequentists and Bayesians, leading to troubles such as the current reproducibility crises. Here I wish to propose that science could do better with more resilient structures, more useful methodological tutorials, and clearer signaling regarding how much we can trust what it produces.

Three more steps toward better science