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

• L. A. Barratt, M. Jung and S. Greven. ‘Additive Quantile-Function Regression by Penalised Maximum Likelihood.’
• L. A. Barratt and S. Greven. ‘Improved Fréchet Regression for Noisy, Sparsely Observed Shapes’.
• L. A. Barratt and S. Greven. ‘Improved Estimation of Elastic Distances from Noisy Functional Data’.
• L. A. Barratt and J. A. D. Aston. ‘School Inspections and House Prices: Spatiotemporal Distributional Regression’.
• L. A. Barratt and J. A. D. Aston. ‘Spatially Indexed Distribution Analysis as Applied to House Prices in the UK’.

Pre-Prints

Accepted Manuscripts

• L. A. Barratt and J. A. D. Aston. ‘A Nonparametric and Functional Wombling Methodology’. In: Spatial Statistics 73, 100967 (2026). DOI: 10.1015/j.spasta.2026.100967.
• L. A. Barratt. ‘Luke A. Barratt’s Ccontribution to the Discussion of “Some Statistical Aspects of the Covid-19 Response” by Wood et al.’. In: Journal of the Royal Statistical Soceity Series A: Statistics in Society 189.1 (2026), pp. 60–61. DOI: 10.1093/jrsssa/qnaf118.
• L. A. Barratt and J. A. D. Aston. ‘Exploring Spatiotemporal Variation in Covid-19 Waves: Non-Euclidean Spatially Aware Functional Registration’. In: The Annals of Applied Statistics 19.4 (2025), pp. 3261–3281. DOI: 10.1214/25-AOAS2077.