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Probability Theory and Statistics

Part of the research area Mathematics

Underlying subjects

Latest publications

Partially Exchangeable Networks and architectures for learning summary statistics in Approximate Bayesian Computation
Samuel Wiqvist, Pierre-Alexandre Mattei, Umberto Picchini, Jes Frellsen
Proceedings of the 36th International Conference on Machine Learning, PMLR, Conference paper 2019
Conference paper

Bayesian inference for stochastic differential equation mixed effects models of a tumor xenography study
Umberto Picchini, Julie Lyng Forman
Journal of the Royal Statistic Society, Series C: Applied Statistics, Journal article 2019
Journal article

What proportion of athletes sustained an injury during a prospective study? Censored observations matter
Jonatan Jungmalm, Michael Lejbach Bertelsen, Rasmus Oestergaard Nielsen
British Journal of Sports Medicine, Journal article 2019
Journal article

Accelerating delayed-acceptance Markov chain Monte Carlo algorithms
Samuel Wiqvist, Umberto Picchini, Julie Lyng Forman, Kresten Lindorff-Larsen, Wouter Boomsma
Working paper 2019
Working paper

Latent Gaussian random field mixture models
David Bolin, J. Wallin, F. Lindgren
Computational Statistics & Data Analysis, Journal article 2019
Journal article

Peaks Over Thresholds Modeling With Multivariate Generalized Pareto Distributions
A. Kiriliouk, Holger Rootzén, J. Segers, J. L. Wadsworth
Technometrics, Journal article 2019
Journal article

Development of the International Ocean Literacy Survey: measuring knowledge across the world.
Geraldine Fauville, Craig Strang, Matthew A. Cannady, Ying Fang Chen
Environmental Education Research, Journal article 2018
Journal article

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