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Bayesian inference on stochastic gene transcription from flow cytometry data

Tiberi, Simone ; Walsh, Mark ; Cavallaro, Massimo ; Hebenstreit, Daniel ; Finkenstädt, Bärbel

In: Bioinformatics, 2018, vol. 34, no. 17, p. i647-i655

Efficient computational strategies for doubly intractable problems with applications to Bayesian social networks

Caimo, Alberto ; Mira, Antonietta

In: Statistics and Computing, 2015, vol. 25, no. 1, p. 113-125

On the positivity of Poisson integrators for the Lotka-Volterra equations

Beck, Mélanie ; Gander, Martin

In: BIT Numerical Mathematics, 2015, vol. 55, no. 2, p. 319-340

Introduction to "On the use of Markov chain Monte Carlo methods for the sampling of mixture models” by R. Douc, F. Maire, J. Olsson

Peluso, Stefano

In: Statistics and Computing, 2015, vol. 25, no. 1, p. 93-94

Quantum Conditional Mutual Information and Approximate Markov Chains

Fawzi, Omar ; Renner, Renato

In: Communications in Mathematical Physics, 2015, vol. 340, no. 2, p. 575-611

A Bayesian ice thickness estimation model for large-scale applications

Werder, Mauro A. ; Huss, Matthias ; Paul, Frank ; Dehecq, Amaury ; Farinotti, Daniel

In: Journal of Glaciology, 2020, vol. 66, no. 255, p. 137–152

Accurate estimations of ice thickness and volume are indispensable for ice flow modelling, hydrological forecasts and sea-level rise projections. We present a new ice thickness estimation model based on a mass-conserving forward model and a Bayesian inversion scheme. The forward model calculates flux in an elevation-band flow-line model, and translates this into ice thickness and surface ice...

The quantification of low-probability-high-consequences events: part I. A generic multi-risk approach

Mignan, Arnaud ; Wiemer, Stefan ; Giardini, Domenico

In: Natural Hazards, 2014, vol. 73, no. 3, p. 1999-2022

Kolmogorov-Chentsov Theorem and Differentiability of Random Fields on Manifolds

Andreev, R. ; Lang, A.

In: Potential Analysis, 2014, vol. 41, no. 3, p. 761-769

On the mod-Gaussian convergence of a sum over primes

Wahl, Martin

In: Mathematische Zeitschrift, 2014, vol. 276, no. 3-4, p. 635-654

Value at Ruin and Tail Value at Ruin of the Compound Poisson Process with Diffusion and Efficient Computational Methods

Gatto, Riccardo ; Baumgartner, Benjamin

In: Methodology and Computing in Applied Probability, 2014, vol. 16, no. 3, p. 561-582