We review Bayesian and Bayesian decision theoretic approaches to subgroup analysis and applications to subgroup-based adaptive clinical trial designs. Subgroup analysis refers to inference about ...

The ability to make adaptive decisions in uncertain environments is a fundamental characteristic of biological intelligence. Historically, computational ...

Artificial intelligence can solve problems at remarkable speed, but it's the people developing the algorithms who are truly driving discovery. At The University of Texas at Arlington, data scientists ...

Researchers have proposed an efficient feature search approach for estimating the state of health of lithium-ion batteries, ...

Bayesian networks, also known as Bayes nets, belief networks, or decision networks, are a powerful tool for understanding and reasoning about complex systems under uncertainty. They are essentially ...

The system behaves less like a gamble and more like a prediction engine — one whose true product is not wagers, but ...

At the time of writing, the details of the US-Iran ceasefire remain unclear. Shipping companies such as Maersk have said they will exercise caution about resuming transit through the Strait of Hormuz.