bayesian-analysis

Multivariate Analysis, Bayesian Analysis and Data Mining

Bayesian Network Learning in R

Open research compendium for Wan et al. (2021): data, Bayesian multilevel analyses in R and Python, figures, and materials on food sharing and social choice in rats.

A/B testing analysis of mobile-game retention using frequentist, bootstrap, Bayesian, and product-decision methods.

Using bayesian statistics to see what is really happening with the SARS-CoV-2 virus one month after COVID19 pandemics start

Cross-national analysis of how populism, anti-elitism, and people-centrism influence democratic values across six countries using V-Dem V-Party dataset (1970 to 2020). Frequentist and Bayesian regression in R.

Open-science data and reproducible R/Python analyses for Wan et al. (2024) on age, household income, psychological distress, and delay discounting across adulthood.

BEAST MCMC Run-Time Estimator

Statistical analysis of advertising and sales using linear algebra, SVD, regression inference, and Bayesian estimation.

Supplementary material for the book chapter "Mixture Modeling"

Bayesian analysis of COVID19 evolution in Spain

Reproducible R and Python analyses of probability discounting in pigeons using Bayesian hyperboloid models and open OSF data.

Shiny WebApp for hetprior project

Bayesian A/B testing functions for test evaluations

A theoretical and observational analysis testing whether the universe exists inside a black hole, using general relativity, cosmological data, and Bayesian methods, ultimately favoring the ΛCDM model over black hole cosmology.

Farr, M.T., Green, D.S., Holekamp, K.E., Roloff, G.J., & Zipkin, E.F. 2019. Multi-species hierarchical modeling reveals variable responses of African carnivores to management alternatives. Ecological Applications 9(2): e01845.

Hierarchical Bayesian analysis of student social media usage using brms, Stan, multilevel models, posterior predictive checks, and cross-validation.

Bayesian Uncertainty Quantification and Sensitivity Analysis for H₂ + OH → H₂O + H Reaction | 10 kinetic studies (1981-2021) | Python analysis, ML validation | Chemical kinetics | Open Science

Travail encadré de recherche de M1 ISN sur les statistiques bayésiennes

Project for the bayesian analysis course