Practical Inference for Researchers in the Physical Sciences

by Francesca Capel (ODSL), Johannes Buchner (MPE)

Lecture recordings

  • (1/6) Bayesian inference workflow in astronomy and physics

  • (2/6) Bayesian model comparison, curse of dimensionality, Importance Sampling

  • (3/6) Markov Chain Monte Carlo (MCMC) and diagnostics

  • (4/6) Hamiltonian Monte Carlo (HMC) by Dr. Francesca Capel

  • (5/6) Nested Sampling from scratch - Practical Inference for Researchers in the Physical Sciences

  • (6/6) State-of-the art in nested sampling and MCMC: literature review

Play all on youtube: https://www.youtube.com/watch?v=D2P6xBR_2bQ&list=PLXOfJVzebj3ZKhgW_0S987FC-lR2bGzjU

Contributors

  • Johannes Diehl

  • Benedikt Wach

  • Mikhail Mikhasenko

  • Tatiana Nechaeva