Assistant professor in applied statistics at Tampere University Likelihood-free inference|Statistical modelling|Often Bayesian|Open source software developmenthttps://bsky.app/profile/hpesonen.bsky.socialhttps://bsky.app/profile/hpesonen.bsky.social/post/3lxqz7tbsm22qI'm looking for a Doctoral Researcher (PhD student) to work with me on simulation-based inference at Data Science Research Centre, Tampere University Check the link for details and send an application before October 10th. https://tuni.rekrytointi.com/paikat/?o=A_A&jid=278201 Sep 2025 06:51 +0000at://did:plc:h4kapbtlf2ex72nukwb2urt7/app.bsky.feed.post/3lxqz7tbsm22qhttps://bsky.app/profile/hpesonen.bsky.social/post/3lvpqijk5fs2qSuper excited to start as an assistant professor in applied statistics at Tampere University! At the same time, leaving Oslo and @ocbe.bsky.social after six years is really sad. Hopefully we’ll get to come back often.06 Aug 2025 07:51 +0000at://did:plc:h4kapbtlf2ex72nukwb2urt7/app.bsky.feed.post/3lvpqijk5fs2qhttps://bsky.app/profile/hpesonen.bsky.social/post/3lokxymlcf22a"Misspecification-robust likelihood-free inference in high dimensions" by @owenmtthomas.bsky.social , R. Sá-Leão , H. de Lencastre, @samikaski.bsky.social, J. Corander and me is now out at Computational Statistics! https://link.springer.com/article/10.1007/s00180-025-01607-407 May 2025 08:26 +0000at://did:plc:h4kapbtlf2ex72nukwb2urt7/app.bsky.feed.post/3lokxymlcf22ahttps://bsky.app/profile/hpesonen.bsky.social/post/3ligndjkk522wWe have a new preprint out! The title says it all. [contains quote post or other embedded content]18 Feb 2025 06:33 +0000at://did:plc:h4kapbtlf2ex72nukwb2urt7/app.bsky.feed.post/3ligndjkk522whttps://bsky.app/profile/hpesonen.bsky.social/post/3lh236urcrs2uNew paper out. We accelerate ABC SMC especially at the early iterations by using the binning of the simulation outcomes based on distance to observation to re-weight the samples. https://www.sciencedirect.com/science/article/pii/S016794732500017931 Jan 2025 13:11 +0000at://did:plc:h4kapbtlf2ex72nukwb2urt7/app.bsky.feed.post/3lh236urcrs2u