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., …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

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., …Fussell, K. C. (2020). Potential of ToxCast data in the safety assessment of food chemicals. Toxicological Sciences, 174(2), 326-340

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

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

Rank pruning for dominance queries in CP-nets (2019)
Journal Article
Laing, K., Thwaites, P. A., & Gosling, J. P. (2019). Rank pruning for dominance queries in CP-nets. Journal of Artificial Intelligence Research, 64, 55-107

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., 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

Uncertainty quantification of density and stratification estimates with implications for predicting ocean dynamics (2019)
Journal Article
Manderson, A., Rayson, M., Cripps, E., Girolami, M., Gosling, J., Hodkiewicz, M., …Jones, N. (2019). Uncertainty quantification of density and stratification estimates with implications for predicting ocean dynamics. Journal of Atmospheric and Oceanic Technology, 36(7), 1313-1330

Next generation physiologically based kinetic (NG-PBK) models in support of regulatory decision making (2019)
Journal Article
Paini, A., Leonard, J., Joossens, E., Bessems, J., Desalegn, A., Dorne, J., …others. (2019). Next generation physiologically based kinetic (NG-PBK) models in support of regulatory decision making. Computational Toxicology, 9, 61-72

T lymphocyte phenotype of contact-allergic patients: experience with nickel and p-phenylenediamine (2019)
Journal Article
Wicks, K., Stretton, C., Popple, A., Beresford, L., Williams, J., Maxwell, G., …Dearman, R. J. (2019). T lymphocyte phenotype of contact-allergic patients: experience with nickel and p-phenylenediamine. Contact Dermatitis, 81(1), 43-53

The importance of mathematical modelling in chemical risk assessment and the associated quantification of uncertainty (2019)
Journal Article
Gosling, J. P. (2019). The importance of mathematical modelling in chemical risk assessment and the associated quantification of uncertainty. Computational Toxicology, 10, 44-50

Generation of TD50 values for carcinogenicity study data (2019)
Journal Article
Thresher, A., Gosling, J. P., & Williams, R. (2019). Generation of TD50 values for carcinogenicity study data

Building narratives to characterise uncertainty in regional climate change through expert elicitation (2018)
Journal Article
Dessai, S., Bhave, A., Birch, C., Conway, D., Garcia-Carreras, L., Gosling, J. P., …Stainforth, D. (2018). Building narratives to characterise uncertainty in regional climate change through expert elicitation. Environmental Research Letters, 13(7),

Expert knowledge elicitation using item response theory (2018)
Journal Article
Andrade, J., & Gosling, J. (2018). Expert knowledge elicitation using item response theory. Journal of Applied Statistics, 45(16), 2981-2998

Expert elicitation of directional metocean parameters (2018)
Journal Article
Astfalck, L., Cripps, E., Gosling, J., Hodkiewicz, M., & Milne, I. (2018). Expert elicitation of directional metocean parameters. Ocean Engineering, 161, 268-276

SHELF: the Sheffield elicitation framework (2018)
Book Chapter
Gosling, J. P. (2018). SHELF: the Sheffield elicitation framework. In Elicitation (61-93). Springer, Cham

Identification of transcript regulatory patterns in cell differentiation (2017)
Journal Article
Gusnanto, A., Gosling, J. P., & Pope, C. (2017). Identification of transcript regulatory patterns in cell differentiation. Bioinformatics, 33(20), 3235-3242

EURL ECVAM workshop on new generation of physiologically-based kinetic models in risk assessment (2017)
Journal Article
Paini, A., Joossens, E., Bessems, J., Desalegn, A., Dorne, J., Gosling, J., …others. (2017). EURL ECVAM workshop on new generation of physiologically-based kinetic models in risk assessment