Nature

Entropy, irreversibility and inference at the foundations of statistical physics

Statistical physics relates the properties of macroscale systems to the distributions of their microscale agents. Its central tool has been the maximization of entropy, an equilibrium variational ...
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Data Science Foundations: Statistical Inference

DTSA 5001 Probability and Foundations for Data Science and AI - Same as APPA 5001 DTSA 5002 Statistical Estimation for Data Science and AI - Same as APPA 5003 DTSA 5003 Statistical Inference and ...
Nature

Efficient stabilization of imprecise statistical inference through conditional belief updating

Efficient decision-making about the cause of noisy or ambiguous observations requires the accumulation of multiple pieces of evidence to form accurate beliefs 1,2, a process typically referred to as ...