Jukka Corander

Meta-analysis of Bayesian analyses

Paul Blomstedt, Diego Mesquita, Omar Rivasplata, Jarno Lintusaari, Tuomas Sivula, Jukka Corander, Samuel Kaski 2026 Bayesian Analysis

Geographical variation in the incidence of colorectal cancer and urinary tract cancer is associated with population exposure to colibactin-producing Escherichia coli

Tommi Mäklin, Aurora Taira, Sergio Arredondo-Alonso, Yan Shao, Michael R. Stratton, Trevor D. Lawley, Lauri A. Aaltonen, Jukka Corander 2025 The Lancet Microbe

Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones

Fanni Ojala, Henri Pesonen, Rebecca A. Gladstone, Tommi Mäklin, Gerry Tonkin-Hill, Pekka Marttinen, Jukka Corander 2025 Nature Communications

Misspecification-robust likelihood-free inference in high dimensions

Owen Thomas, Raquel Sá-Leão, Hermínia de Lencastre, Samuel Kaski, Jukka Corander, Henri Pesonen 2025 Computational Statistics

Past, Present and Future of Software for Bayesian Inference

Erik Štrumbelj, Alexandre Bouchard-Côté, Jukka Corander, Andrew Gelman, Håvard Rue, Lawrence Murray, Henri Pesonen, Martyn Plummer, Aki Vehtari 2024 Statistical Science

ABC of the future

Henri Pesonen, Umberto Simola, Alvaro Köhn-Luque, Henri Vuollekoski, Xiaoran Lai, Arnoldo Frigessi, Samuel Kaski, David T. Frazier, Worapree Maneesoonthorn, Gael M. Martin, Jukka Corander 2023 International Statistical Review

Stochastic cluster embedding

Zhirong Yang, Yuwei Chen, Denis Sedov, Samuel Kaski, Jukka Corander 2023 Statistics and Computing

Identification of multiplicatively acting modulatory mutational signatures in cancer

Dovydas Kičiatovas, Qingli Guo, Miika Kailas, Henri Pesonen, Jukka Corander, Samuel Kaski, Esa Pitkänen, Ville Mustonen 2022 BMC Bioinformatics

Mandrake: visualizing microbial population structure by embedding millions of genomes into a low-dimensional representation

John A. Lees, Gerry Tonkin-Hill, Zhirong Yang, Jukka Corander 2022 Philosophical Transactions of the Royal Society B: Biological Sciences

Accounting for stellar activity signals in radial-velocity data by using change point detection techniques star

U. Simola, A. Bonfanti, X. Dumusque, J. Cisewski-Kehe, S. Kaski, J. Corander 2022 Astronomy & Astrophysics

Publications