#BayesianMethods

Transmitting Science

@tscourses.bsky.social

5 months ago

Bayesian phylogenetic inference with BEAST2 Discover the power of Bayesian Phylogenetic Inference with BEAST2 in our Transmitting Science ONLINE course. Enhance your skills in evolutionary analysis and explore the world of phylogenetics.

We’ll explore how Bayesian approaches help us estimate evolutionary relationships and divergence times from molecular data.

www.transmittingscience.com/courses/evolution/bayesi...

#TScourses #KeepLearning #Phylogenetics #BayesianMethods

STRUCTURES Cluster of Excellence Heidelberg

@structures-hd.bsky.social

6 months ago

The Schöntal workshop was thus a lively and enriching experience!

The workshop is funded by the STRUCTURES YRC and it celebrated its 9th edition this year. 2/2

#Regularization #BayesianMethods #InverseProblems #Physics #Mathematics #Schöntal

PyMC Labs

@pymc-labs.bsky.social

6 months ago

Enlightened monks. Crying babies. Data scientists

👀 All bound by the same trauma: p-values

The too-high one
The model that made no sense
The sketchy dataset you used anyway
Bayes won’t absolve you—but it will help you understand

👇 Step into the Bayesian Booth. Confess.

#BayesianMethods #pvalues

Jonas Engicht

@jonasengicht.bsky.social

7 months ago

Exciting news! My preprint on an open-source Python package for Computerized Adaptive Testing (CAT) is available!

Key features:

• Seamless software integration

• Fully customizable design

• 100% open source

🔗 doi.org/10.31219/osf...

#AdaptiveTesting #BayesianMethods #OpenSource #Python

Luben M. C. Cabezas

@kuben45.bsky.social

10 months ago

Epistemic Uncertainty in Conformal Scores: A Unified Approach Conformal prediction methods create prediction bands with distribution-free guarantees but do not explicitly capture epistemic uncertainty, which can lead to overconfident predictions in data-sparse r...

5/
EPICSCORE is accurate, flexible, and broadly applicable 💥
📄 Paper: arxiv.org/abs/2502.06995
#AI #ML #UncertaintyQuantification #ConformalPrediction #BayesianMethods

Eric Ma

@ericmjl.bsky.social

10 months ago

Bayesian Superiority Estimation with R2D2 Priors: A Practical Guide for Protein Screening written by Eric J. Ma on 2025-04-03 | tags: bayesian r2d2 variance modelling fluorescence experimental design probability of superiority probabilistic modelling data science statistics

Ever wondered if your experimental setup is truly measuring what matters? Explore Bayesian methods to tackle key questions in protein screening with R2D2 priors. Share your thoughts and retweet if helpful! ericmjl.github.io/blog/2025/4/... #bayesianmethods #proteinscreening

Christian Julliard

@christianjulliard.net

1 year ago

The Bayesian Fama-MacBeth (BFM) method offers reliable risk premia estimates for both tradable and nontradable factors, overcoming issues with weak and spurious factors, as well as omitted variables.
2/n #BayesianMethods