arXiv preprint on information theory and inference.
Statistical research and consulting
Joseph S. Miller
Research and consulting in Bayesian experimental design, statistical inference, and measurement.
Email meAbout
I am a statistician working on Bayesian experimental design, probabilistic modeling, and information-theoretic methods. I develop practical tools for adaptive data collection and uncertainty quantification.
Applied work includes survey sampling strategy, A/B testing pipelines, Bayesian modeling, and tractable probabilistic modeling for efficient probabilistic queries and inference. For marketing teams, I work on marketing mix modeling, incrementality measurement, and experiment design for marketing decisions.
Research
Essays on experimental design, scoring rules, and information.
Demonstrations
Adaptive A/B testing and active learning for record linkage.
Probabilistic queries over mixed, missing, interval-censored, and set-valued observations.