BIOENGINEER

From Association to Cause: Review Maps Causal Inference Methods for Alzheimer’s Molecular Data

A new review surveys causal-inference methods applied to Alzheimer's molecular data, finding that many observational ...
BIOENGINEER

New Methods Tame Bayesian Inference When Prior Covariances Lose Rank

Researchers have introduced new dimension and model reduction methods that extend optimal Bayesian inference to problems with ...
Science

Hyperlocal sensing and inverse modeling reveal community impacts of urban air pollutant emissions

Addressing urban air pollution requires identifying, quantifying, and mitigating emission sources, yet bottom-up inventories ...

Is 'Zero Accidents in 100 Runs' for Autonomous Driving Really Safe? Exposing the Traps of Industry Standards Through Statistics

Before reading this article, please answer one question.When you ride in an autonomous taxi, how many 'accident-free records' ...

ExaRing+: Bayesian Part 3—Do You Know Yourself?

Hypothesis of success, the ring as evidence, and the Bayesian feedback loop that deciphers youThe two parts so far have followed a single principle. It is the principle that located missing submarines ...