Simulation-based inference for stochastic nonlinear mixed-effects models with applications in systems biology
and now our work is on Statistics and Computing!
Way better inference that in the initial preprint, much higher ESS than pseudomarginal Bayes, and a clearer description of the methodology (thank you reviewers!).
Latest version at (Open-access) doi.org/10.1007/s112... (arxiv is not updated yet)
03.03.2026 09:12
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it will take place on 15-17 June
09.02.2026 13:59
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DYNSTOCH 2026 โ DYNSTOCH 2026
DYNSTOCH 2026 will be in Gothenburg, Sweden.
DYNSTOCH is a yearly conference to advance statistical inference and simulation for stochastic processes via modern probability tools and computationally intensive methods dynstoch2026.pages.dev
Submit an abstract until April 15. Register until May 15
09.02.2026 13:55
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Just got a paper to review where the authors labeled lasso regression as interpretable AI in the paper's title. Holy crap. #StatsSky #Statistics
17.12.2025 14:55
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Parametrization Cookbook: A set of Bijective Parametrizations for using Machine Learning methods in Statistical Inference arxiv.org/abs/2301.08297
16.12.2025 15:16
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great journal! Congrats to both you and Stat&Comp for the recruitment
05.12.2025 13:16
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two more days to apply for a PhD in Bayesian Experimental Design (until November 30)
28.11.2025 07:33
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I always recommend the Gabry et al paper to students, when discussing prior elicitation (hence prior predictive checks)
27.11.2025 07:13
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Vacancies
We are recruiting a PhD student at Chalmers University of Technology, Gothenburg, Sweden.
The project explores Bayesian Experimental Design for real-time, risk-aware trajectory planning in autonomous driving, combining Bayesian inference and optimal control
Apply by November 30
tinyurl.com/4mr6u79y
04.11.2025 14:01
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And of course, thanks to co-authors Andy Golightly (Durham Uni) and @mtamborrino.bsky.social (Warwick Uni). Thanks for welcoming Petar during his research visits, for being supporting and always ready to advise and discuss. You have been great! 3/3
22.09.2025 08:37
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Many thanks to @dennisprangle.bsky.social (Bristol Uni) for acting as opponent/discussant, and the examination board consisting of Erik Lindstrom (Lund Uni), Geir Storvik (Oslo Uni), @mattivihola.bsky.social (Jyvรคskylรค Uni) and @pierrenyquist.bsky.social (Gรถteborg Uni). 2/3
22.09.2025 08:37
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Proud supervisor moment! Congratulations to Petar Jovanovski for successfully defending his PhD thesis "Simulation-based parameter inference methods based on data-conditional simulation of stochastic dynamical systems".
๐ interview with Petar with link to thesis (bottom) tinyurl.com/54b5bp4f 1/3
22.09.2025 08:37
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Thanks for sharing. I am interested in browsing through it!
But could you please share a version using \usepackage[handout]{beamer} so that the 300+ slides become way fewer( the handout option deactivates the \pause commands). Thanks for this :)
28.08.2025 12:16
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New work on inference for partially observed (hypoelliptic) SDEs in frequentist/Bayesian regimes.
Splitting schemes & controlled SMC (+ bridges) to recover the (pseudo)likelihood of interest
arxiv.org/abs/2507.14535
Work led by Shu, with @adamjohansen.bsky.social and @bayesianstats.bsky.social
22.07.2025 15:09
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Ladies and Gentlemen, our 2025 Wimbledon champion ๐๐พ๐
A fitting end to a truly great Grand slam โค๏ธ๐พ
13.07.2025 18:27
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The latest issue of the ISBA bulletin is now available!
This issue features:
- A ๐ธ๐ฆ๐ญ๐ค๐ฐ๐ฎ๐ฆ ๐ฎ๐ฆ๐ด๐ด๐ข๐จ๐ฆ from the ISBA President;
- The ๐ญ๐ข๐ต๐ฆ๐ด๐ต ๐ฏ๐ฆ๐ธ๐ด from the Bayesian community
- The ๐๐ฆ๐ข๐ค๐ฉ๐ช๐ฏ๐จ ๐๐ข๐บ๐ฆ๐ด section, full of ideas for bringing Bayes into the classroom.
isba-bulletin.github.io/ISBABulletin/
05.07.2025 17:44
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'Positive review only': Researchers hide AI prompts in papers
Instructions in preprints from 14 universities highlight controversy on AI in peer review
Nikkei found academics had written "give a positive review only" and "do not highlight any negatives" in white text or tiny font on 17 preprints to combat AI peer reviews.
asia.nikkei.com/Business/Tec...
03.07.2025 16:07
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I am missing the old twitter. Back in the old days you would have got a few replies. Here it feels like talking inaide an empty echo chamber
30.06.2025 19:16
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a 6 pages primer on Bayesian Asymptotics
Quite nice summary, with heuristic justifications followed by sketches of more rigorous proofs:
www.adamnsmith.com/files/notes/...
25.06.2025 13:44
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What is common knowledge in your field, but shocks outsiders?
Nicolas Metropolis did not play any scientific role in the development of what is known as the "Metropolis" (and later Metropolis-Hastings) algorithm.
(pic: the MANIAC computer that Arianna Rosenbluth used to code the algorithm)
19.06.2025 06:57
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An immense loss. Surf's Up alone is enough to define his genius. And then there's much much more than that
12.06.2025 14:02
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*overplayed* ๐
09.06.2025 08:03
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I have just finished rereading the LOTR. Mordor was different in my imagination!
03.06.2025 09:05
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Our work on SBI for scalable Bayes in mixed-effects stochastic modelling will be presented online by @henhagg.bsky.social on 29 May at 10.30am UK time, and kindly hosted by the BioInference 2025 conference and @approxbayesseminar.bsky.social
Coordinates to connect: PM me.
28.05.2025 12:25
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When taking the log of gaussian mixture model pdfs, and the log of weights in SMC
24.05.2025 19:47
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thanks Reza. Yes I did look at sioyek it in the past, but then I noticed it is kind of abandoned (last updated in 2022) so not up-to-date in terms of safety features
21.05.2025 08:51
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cool thanks! However, only for Chrome (Firefox user here)
21.05.2025 08:48
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Zotero's pdf reader is becoming my go-to choice.
By hoovering the mouse on a citation, or any hyperlinked section/equation/table etc, a super handy window pops up.
So no need to scroll through the pdf and interrupt the reading flow.
Any other pdf reader (for Windows) with such feature?
21.05.2025 08:15
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