Themes across the site

Research & applications

These pages connect papers, talks, software, media, and news around a shared topic. Each theme has room for a longer explanation as the site grows.

Research interests

Methods and questions that recur across my work.

Understanding what complex prediction models do, and how to explain their outputs in useful ways.

Methods for learning from complex data, including model selection and applications of statistical models.

How these methods are used in practice.

Applying statistical and machine learning methods to practical questions, with attention to interpretation and reliability.

Longer explorations beyond the main research programme.

An earlier side project on electricity prices and support schemes in Norway.