Publications

Please find below a list of my working papers, pre-prints and accepted manuscripts. My Google Scholar profile can be found here.

In Preparation

• School Inspections and House Prices: Distributional Function-on-Function Regression for Spatial Data. Luke A. Barratt and John A. D. Aston.
• Spatially Indexed Distribution Analysis as Applied to House Prices in the UK. Luke A. Barratt and John A. D. Aston.

Pre-Prints

• A Nonparametric and Functional Wombling Methodology. Luke A. Barratt and John A. D. Aston. February 2025. arXiv:2502.07740.

Accepted Manuscripts

• Exploring Covid-19 Spatiotemporal Dynamics: Non-Euclidean Spatially Aware Functional Registration. Luke A. Barratt and John A. D. Aston. July 2025. Annals of Applied Statistics.
• Luke Barratt's contribution to the Discussion of 'Some statistical aspects of the Covid-19 response' by Wood et al. Luke A. Barratt. July 2025. Journal of the Royal Statistical Society: Series A.