Steven L. Scott

Inferring causal impact using Bayesian structural time-series models

Kay H. Brodersen, Fabian Gallusser, Jim Koehler et al. · The Annals of Applied Statistics · 2015 · 927 citations · Full text

Bayesian Econometrics, Bayesian Treatment, Causal Inference +16

Bayesian Methods for Hidden Markov Models

Steven L. Scott · Journal of the American Statistical Association · 2002 · 538 citations

Bayesian Statistic, Engineering, Machine Learning +16

A modern Bayesian look at the multi‐armed bandit

Steven L. Scott · Applied Stochastic Models in Business and Industry · 2010 · 419 citations

Bayesian Decision Theory, Engineering, Game Theory +21

Bayes and big data: the consensus Monte Carlo algorithm

Steven L. Scott, Alexander W. Blocker, Fernando V. Bonassi et al. · International Journal of Management Science and Engineering Management · 2016 · 351 citations

Bayesian Statistic, Engineering, Distributed Algorithms +22

Predicting the present with Bayesian structural time series

Steven L. Scott, Hal R. Varian · International Journal of Mathematical Modelling and Numerical Optimisation · 2014 · 311 citations

Forecasting Methodology, Bayesian Statistic, Engineering +19