Stochastics and Statistics Seminar Ann Lee, Carnegie Mellon University
Likelihood-Free Frequentist Inference
Abstract: Many areas of the physical, engineering and biological sciences make extensive use of computer simulators to model complex systems. Confidence sets and hypothesis testing are the hallmarks of statistical inference, but classical methods are poorly suited for scientific applications involving complex simulators without a tractable likelihood. Recently, many techniques have been introduced that learn…
