Outputs (39)

AddiVortes: (Bayesian) Additive Voronoi Tessellations (2024)
Journal Article
Stone, A. J., & Gosling, J. P. (online). AddiVortes: (Bayesian) Additive Voronoi Tessellations. Journal of Computational and Graphical Statistics, https://doi.org/10.1080/10618600.2024.2414104

The Additive Voronoi Tessellations (AddiVortes) model is a multivariate regression model that uses Voronoi tessellations to partition the covariate space in an additive ensemble model. Unlike other partition methods, such as decision trees, this has... Read More about AddiVortes: (Bayesian) Additive Voronoi Tessellations.

Enhancing the Measurement of Sentence Severity through Expert Knowledge Elicitation (2022)
Journal Article
Pina-Sanchez, J., & Gosling, J. P. (2022). Enhancing the Measurement of Sentence Severity through Expert Knowledge Elicitation. Journal of Legal Research Methodology, 2(1), 26-45. https://doi.org/10.19164/jlrm.v2i1.1241

A Bayesian Computer Model Analysis of Robust Bayesian Analyses (2022)
Journal Article
Vernon, I., & Gosling, J. (2023). A Bayesian Computer Model Analysis of Robust Bayesian Analyses. Bayesian Analysis, 18(4), 1367-1399. https://doi.org/10.1214/22-ba1340

We harness the power of Bayesian emulation techniques, designed to aid the analysis of complex computer models, to examine the structure of complex Bayesian analyses themselves. These techniques facilitate robust Bayesian analyses and/or sensitivity... Read More about A Bayesian Computer Model Analysis of Robust Bayesian Analyses.

Eliciting judgements about dependent quantities of interest: The SHeffield ELicitation Framework extension and copula methods illustrated using an asthma case study (2022)
Journal Article
Holzhauer, B., Hampson, L. V., Gosling, J. P., Bornkamp, B., Kahn, J., Lange, M. R., Luo, W.-L., Brindicci, C., Lawrence, D., Ballerstedt, S., & others. (2022). Eliciting judgements about dependent quantities of interest: The SHeffield ELicitation Framework extension and copula methods illustrated using an asthma case study. Pharmaceutical Statistics, 21(5), 1005-1021. https://doi.org/10.1002/pst.2212

Pharmaceutical companies regularly need to make decisions about drug development programs based on the limited knowledge from early stage clinical trials. In this situation, eliciting the judgements of experts is an attractive approach for synthesisi... Read More about Eliciting judgements about dependent quantities of interest: The SHeffield ELicitation Framework extension and copula methods illustrated using an asthma case study.

Gaussian process modeling of heterogeneity and discontinuities using Voronoi tessellations (2021)
Journal Article
Pope, C. A., Gosling, J. P., Barber, S., Johnson, J. S., Yamaguchi, T., Feingold, G., & Blackwell, P. G. (2021). Gaussian process modeling of heterogeneity and discontinuities using Voronoi tessellations. Technometrics, 63(1), 53-63

Artificial Intelligence for chemical risk assessment (2020)
Journal Article
Wittwehr, C., Blomstedt, P., Gosling, J. P., Peltola, T., Raffael, B., Richarz, A.-N., Sienkiewicz, M., Whaley, P., Worth, A., & Whelan, M. (2020). Artificial Intelligence for chemical risk assessment. Computational Toxicology, 13,

Potential of ToxCast data in the safety assessment of food chemicals (2020)
Journal Article
Punt, A., Firman, J., Boobis, A., Cronin, M., Gosling, J. P., Wilks, M. F., Hepburn, P. A., Thiel, A., & Fussell, K. C. (2020). Potential of ToxCast data in the safety assessment of food chemicals. Toxicological Sciences, 174(2), 326-340

Tackling selection bias in sentencing data analysis: a new approach based on a scale of severity (2020)
Journal Article
Pina-Sánchez, J., & Gosling, J. P. (2020). Tackling selection bias in sentencing data analysis: a new approach based on a scale of severity. Quality and Quantity, 54(3), 1047-1073

Have The England and Wales Guidelines Affected Sentencing Severity? An Empirical Analysis Using a Scale of Severity and Time-Series Analyses (2019)
Journal Article
Pina-Sánchez, J., Gosling, J. P., Chung, H.-I., Bourgeois, E., Geneletti, S., & Marder, I. D. (2019). Have The England and Wales Guidelines Affected Sentencing Severity? An Empirical Analysis Using a Scale of Severity and Time-Series Analyses. The British Journal of Criminology: An International Review of Crime and Society, 59(4), 979-1001

Emulation of vessel motion simulators for computationally efficient uncertainty quantification (2019)
Journal Article
Astfalck, L., Cripps, E., Gosling, J., & Milne, I. (2019). Emulation of vessel motion simulators for computationally efficient uncertainty quantification. Ocean Engineering, 172, 726-736