Report

Teaser, summary, work performed and final results

Periodic Reporting for period 1 - UQMSI (Uncertainty Quantification and Modern Statistical Inference)

Teaser

The objectives are the understanding the mathematical underpinnings of modern statistical inference techniques and uncertainty quantification procedures. As such methodology is widely used in sciences/medicine etc it has great long term impact on society. Research on the...

Summary

The objectives are the understanding the mathematical underpinnings of modern statistical inference techniques and uncertainty quantification procedures. As such methodology is widely used in sciences/medicine etc it has great long term impact on society. Research on the topics suggested in the grant proposal, and dissemination of research results at conferences.

Work performed

Research on the topics suggested in the grant proposal, and dissemination of research results at conferences.

Final results

Substantially new results on the understanding of matrix completion procedures, and of Bayesian inference methods for diffusion models, were obtained. Other related projects are currently ongoing.

Website & more info

More info: http://www.statslab.cam.ac.uk/.