Solutions for David Barber's "Bayesian Reasoning and Machine Learning" Book

Bayesian Statistics Guide

A Bayesian method which utilises the rich structure embedded in the sensing matrix for fast sparse signal recovery

Run delayed and risky choice (DARC) experiments using Bayesian Adaptive Design

Robust particle filter based on dynamic averaging of multiple noise models

Bitcoin price prediction algorithm using bayesian regression techniques

Methods for solving and estimating linear rational expectation models.

Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.

Tutorial covering group DCM analyses of fMRI and M/EEG

Reconhecimento de Padrões: implementação de um classificador Bayesiano e uma classificador unidimensional baseado em limiar usando técnica de LDA

Bayesian Particle Filter implementation in MATLAB to track a Snake

A Kalman filter and Particle Filter implementation for Gaussian object tracking

BCCM_JAE_2022

Code for calibration as a method of design.

A simple MATLAB framework for the calculation of probabilistic measures of coherence and Bayesian confirmation.

Data for the Quantitative Single-Neuron Modeling Competition (2007).