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Efficient inference for genetic association studies with multiple outcomes

Ruffieux, Helene ; Davison, Anthony C. ; Ruffieux, Helene ; Davison, Anthony C. ; Hager, Jorg ; Irincheeva, Irina

In: Biostatistics, 2017, vol. 18, no. 4, p. 618-636

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

Bridging Inter- and Intraspecific Trait Evolution with a Hierarchical Bayesian Approach

Kostikova, Anna ; Silvestro, Daniele ; Pearman, Peter B. ; Salamin, Nicolas

In: Systematic Biology, 2016, vol. 65, no. 3, p. 417-431

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

Accelerating Bayesian inference for evolutionary biology models

Meyer, Xavier ; Chopard, Bastien ; Salamin, Nicolas ; Kelso, Janet ; Kelso, Janet

In: Bioinformatics, 2017, vol. 33, no. 5, p. 669-676

Statistical solutions for regressions-type models with big spatial data

Ghiringhelli, Chiara ; Mira, Antonietta (Dir.) ; Arbia, Giuseppe (Codir.)

Thèse de doctorat : Università della Svizzera italiana, 2020 ; 2020ECO011.

These last decades have witnessed an explosion of data collection and diffusion in all fields of human society. In many scientific fields researchers are becoming aware of a big data problem and of the need to manage it properly, combining the tools offered by statistics, computer, data science and informatics. This is particularly true for geo-located data, which can be collected in a...

Financial market integration and asset prices

Sandulescu, Paula Mirela ; Trojani, Fabio (Dir.) ; Gagliardini, Patrick (Codir.)

Thèse de doctorat : Università della Svizzera italiana, 2020 ; 2020ECO008.

My doctoral thesis examines the relationships among the degree of financial market integration and the pricing of different classes of assets. The first chapter provides a theoretical framework that uncovers in a model-free way the relationship between international stochastic discount factors (SDFs), stochastic wedges, and financial market structures. Exchange rates are in general different...

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...

Broadly tunable mid-infrared VECSEL for multiple components hydrocarbon gas sensing

Rey, J. ; Fill, M. ; Felder, F. ; Sigrist, M.

In: Applied Physics B, 2014, vol. 117, no. 3, p. 935-939