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

• Barratt, Luke A. & Aston, John A.D. "A nonparametric and functional Wombling methodology." February 2025. arXiv:2502.07740.

Accepted Manuscripts

• Barratt, Luke A. & Aston, John A.D. "Exploring spatiotemporal variation in Covid-19 waves: Non-Euclidean spatially aware functional registration." The Annals of Applied Statistics, 19.4 (2025): 3261–3281.
• Barratt, Luke A. "Luke Barratt's contribution to the Discussion of 'Some statistical aspects of the Covid-19 response' by Wood et al." Journal of the Royal Statistical Society: Series A.