On the use of cross-validation to assess performance in multivariate prediction. - Philip Jonathan; Wojtek J. Krzanowski; W. V. McCarthy (Stat. Comput., 2000)

Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production. - Julie Badcock; Trevor C. Bailey; Philip Jonathan; Wojtek J. Krzanowski (Technometrics, 2004)

A Response to Richard Sproat on Random Systems, Writing, and Entropy. - Rob Lee; Philip Jonathan; Pauline Ziman (Comput. Linguistics, 2010)

Modeling extreme events in spatial domain by copula graphical models. - Hang Yu 002; Zheng Choo; Wayne Isaac T. Uy; Justin Dauwels; Philip Jonathan (FUSION, 2012)

Modeling spatially-dependent extreme events with Markov random field priors. - Hang Yu 002; Zheng Choo; Justin Dauwels; Philip Jonathan; Qiao Zhou (ISIT, 2012)

Extreme-Value Graphical Models With Multiple Covariates. - Hang Yu 002; Justin Dauwels; Philip Jonathan (IEEE Trans. Signal Process., 2014)

Multi-dimensional Predictive Analytics for Risk Estimation of Extreme Events. - Laks Raghupathi; David Randell; Emma Ross; Kevin C. Ewans; Philip Jonathan (HiPC Workshops, 2016)

Fast computation of large scale marginal extremes with multi-dimensional covariates. - Laks Raghupathi; David Randell; Kevin C. Ewans; Philip Jonathan (Comput. Stat. Data Anal., 2016)

Bayes linear analysis for ordinary differential equations. - Matthew Jones; Michael Goldstein; David Randell; Philip Jonathan (Comput. Stat. Data Anal., 2021)

The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord. - Gordon S. Blair; Richard Bassett; Lucy Bastin; Lindsay Beevers; Maribel Isabel Borrajo; Mike Brown; Sarah L. Dance; Ada Dionescu; Liz Edwards; Maria Angela Ferrario; Rob Fraser; Harriet Fraser; et al. (Patterns, 2021)

Deep learning joint extremes of metocean variables using the SPAR model. - Ed Mackay; Callum Murphy-Barltrop; Jordan Richards; Philip Jonathan (CoRR, 2024)

covXtreme : MATLAB software for non-stationary penalised piecewise constant marginal and conditional extreme value models. - Ross Towe; Emma Ross; David Randell; Philip Jonathan (Environ. Model. Softw., 2024)

Deep Learning Surrogates for Real-Time Gas Emission Inversion. - Thomas Newman; Christopher Nemeth; Matthew Jones; Philip Jonathan (CoRR, 2025)