An R package for Bayesian semi-parametric modelling of in-vitro drug combination experiments

Bayesian Data Analysis, Model Comparison, Markov Chain Monte Carlo, JAGS

Supplementary material for Donatelli, A., Mastrantonio, G. & Ciucci, P. Circadian activity of small brown bear populations living in human-dominated landscapes. Sci Rep 12, 15804 (2022). https://doi.org/10.1038/s41598-022-20163-1

Some models for information retrieval in Spanish text corpus of the Cuban social network

Portfolio assignments using Bayesian modeling within cognitive science field. 2020 spring semester at Aarhus University

Bayesian models; analytical statistics; stochastic growth; zero-sightings; pest eradication success; population absence; biosecurity; probability generating functions;

bayesian | hierarchical-models

This repository contains the deception-game experiment. This game was created as a replication of the first experiment from the original study by Ransom et. al. 2019.

NeuroBio 316QC: Probabilistic models for neural data: from single neurons to population dynamics

This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".

Jupyter notebooks for probabilistic modelling of vibrational spectroscopic datasets

Phenocam forecasting challenge done as part of the NEFI short course in 2020 https://ecoforecast.org/nefi2022/

Using Bayesian Modelling to predict Premier League football match wins. See Medium blog post.

This repository contains the code for the paper "Improving the Performance of Robust Control through Event-Triggered Learning".

RMarkdown source for the "Introduction to Statistics and Data Science Using R" textbook

Learning hyperparameters in Bayesian models by matching moments of prior predictive distributions.

Tutorials for the synthetic control method for causal inference using PyMC

Does the mind have statistical models? Even if it does, are these models Bayesian? We explore these questions as a part of my Masters capstone project guided by Prof. Glenn Shafer

Visual Search Model: A Bayesian model for visual search on natural scenes.

Electoral forecasting dashboards