Probabilistic Programming Articles

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7/16/2024 • EN

Explores Bayesian alternatives to the frequentist t-test for comparing two means, discussing non-parametric and resampling-based approaches.

Bayesian Statistics data analysis Probabilistic Programming Statistical Inference T Test

10/18/2023 • EN

A technical exploration of a minimal probabilistic Prolog meta-interpreter for stochastic simulation.

Logic Programming Meta Interpreter Probabilistic Programming Prolog Stochastic Simulation

6/14/2014 • EN

A practical guide to implementing Bayesian analysis in Python using MCMC packages like emcee, PyMC, and PyStan, with a line-fitting example.

Bayesian Statistics data analysis Mcmc Probabilistic Programming Python

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