Publications

Peer-style articles published by the Research Team, ordered by publication date.

2025

Hamiltonian Monte Carlo: Efficient Posterior Sampling in High Dimensions

Research Team · Jan 20, 2025

Abstract: Hamiltonian Monte Carlo (HMC) uses gradient information to explore posterior distributions efficiently, making it a practical default for high-dimensional Bayesian inference.

Keywords: mcmc, bayesian, inference

Bayesian A/B Testing: Decision-Making with Posterior Distributions

Research Team · Jan 18, 2025

Abstract: This paper outlines a practical Bayesian framing for A/B tests, focusing on posterior probability and expected loss to guide go/no-go decisions in product experiments.

Keywords: bayesian, experimentation, statistics

2024

Interactive Queueing Theory: Real-Time Analysis of M/M/c Systems

Research Team · Dec 29, 2024

Abstract: This paper demonstrates the interactive capabilities of the Research platform by exploring M/M/c queueing systems with a live calculator. Readers can adjust parameters in real-time to understand how arrival rates, service rates, and server counts affect queue performance.

Keywords: queueing-theory, operations-research, interactive