DrDavid Stephens
Academic Visitor
Department of Mathematics - Faculty of Natural Sciences
- Academic VisitorDepartment of Mathematics - Faculty of Natural Sciences
- 020 7594 8518 (Work)
- 523, Huxley Building, South Kensington Campus, United Kingdom
RESEARCH
Research Interests
Bayesian statistics
Methodological and computational methods
Causal inference
Bioinformatics and biostatistics
Computational biology
Time series analysis and econometrics
Some recent papers
Bayesian inference for continuous-time hidden Markov models with an unknown number of states Y Luo, DA Stephens, Statistics and Computing 31 (5), 1-15, 2021.
Stochastic Reweighted Gradient Descent, A El Hanchi, DA Stephens, C. Maddison Proceedings of the 39th International Conference on Machine Learning, PMLR 162:8359-8374, 2022.
A Bayesian Approach to Modeling Multivariate Multilevel Insurance Claims in the Presence of Unsettled Claims. M-P Côté. C Genest. DA Stephens, Bayesian Analysis. 17 (1) 67 - 93, 2022. https://doi.org/10.1214/20-BA1243
Bayesian statistics
Methodological and computational methods
Causal inference
Bioinformatics and biostatistics
Computational biology
Time series analysis and econometrics
Some recent papers
Bayesian inference for continuous-time hidden Markov models with an unknown number of states Y Luo, DA Stephens, Statistics and Computing 31 (5), 1-15, 2021.
Stochastic Reweighted Gradient Descent, A El Hanchi, DA Stephens, C. Maddison Proceedings of the 39th International Conference on Machine Learning, PMLR 162:8359-8374, 2022.
A Bayesian Approach to Modeling Multivariate Multilevel Insurance Claims in the Presence of Unsettled Claims. M-P Côté. C Genest. DA Stephens, Bayesian Analysis. 17 (1) 67 - 93, 2022. https://doi.org/10.1214/20-BA1243