by gregor.kastner@wu.ac.at | Jan 20, 2021 | Education
Aki Nishimura and Antonietta Mira taught a short-course at Lugano about Hamiltonian Monte Carlo (HMC), and here are the source files for the beamer slides with accompanying R codes: https://github.com/aki-nishimura/hmc-lecture!
by gregor.kastner@wu.ac.at | Jan 20, 2021 | Education, Video
Tamara Broderick has a wonderful information set (Video, Slides, Code) about Nonparametric Bayes. Check it out here: http://people.csail.mit.edu/tbroderick/tutorial_2016_mlss_cadiz.html!
by gregor.kastner@wu.ac.at | Jan 20, 2021 | Education, Video
The ICML 2018 tutorial by Tamara Broderick entitled “Variational Bayes and beyond: Bayesian inference for big data” can be found here: http://people.csail.mit.edu/tbroderick/tutorial_2018_icml.html. Abstract: Bayesian methods exhibit a number of desirable...
by Feng Liang | Jan 5, 2021 | Education, Video
“It Pays to Go Bayes” [Youtube link] is a video lecture series on Bayesian Methods in Econometrics and Forecasting edited by K. Surekha Rao. This series contains twenty-four foundational lectures by prominent Bayesians Arnold Zellner, Jayanta Kumar Gosh, Prem Goel,...
by Feng Liang | Jun 28, 2018 | Education, Video
Asymptotic behaviour of credible regions Judith Rousseau The reknown theorem of Bernstein von Mises in regular finite-dimensional models has numerous interesting consequences, in particular, it implies that a large class of credible regions are also asymptotically...
by Feng Liang | Jun 28, 2018 | Education, Video
Bayesian Hospital Mortality Rate Estimation: Calibration and Standardization for Public Reporting Edward I. George Bayesian models are increasingly fit to large administrative data sets and then used to make individualized recommendations. In particular, Medicare’s...
