Preprint on information theory and inference. Latest revision, November 2026; also on arXiv.
Statistical research and consulting
Joseph S. Miller
Research and consulting in Bayesian experimental design, statistical inference, and measurement.
ContactAbout
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, A/B testing, Bayesian modeling, and tractable probabilistic modeling. For marketing teams, I work on marketing mix modeling, incrementality measurement, and experiment design for marketing decisions.
Research
Essays and research on experimental design, scoring rules, and information theory.
Consulting
Choosing experiments when a client's model may be wrong: a simulation of what goes wrong, and results on record linkage and Phase I dose-finding.