How to Detect Questionable Research Practices in Clinical Trial Protocols
An 8min overview of QRPs, why they matter, and what they look like in a real clinical trial protocol.
Contributions to Equivalence Testing
This talk presents improved finite-sample corrections for equivalence testing, offering better calibration and power than standard methods.
Modeling Disability Progression in Multiple Sclerosis Using Item Response Theory
A short overview of why the EDSS is limited and how Item Response Theory might provide a more sensitive approach to modeling disability progression in MS.
A Simulation-Based Approach to Differential Privacy
An introduction to DP-JIMI, a simulation-based approach to inference under differential privacy.
A 15min Introduction to Differential Privacy
A quick, example-driven overview of differential privacy and how mechanisms like Laplace noise provide strong privacy guarantees with useful accuracy.
A 15min introduction to Edgeworth Expansions
A concise introduction to Edgeworth expansions and how they refine asymptotic approximations in statistics.
Learning Extremes with evtGAN
A hybrid framework combining extreme value theory with GANs to learn and simulate high-dimensional spatial extremes.
A 15min introduction to GANs
A concise introduction to how GANs learn data distributions through adversarial training and why they’re powerful yet hard to train.