Steven L. Scott
Google Publications
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Bayes and Big Data: The Consensus Monte Carlo Algorithm
Steven L. Scott, Alexander W. Blocker, Fernando V. Bonassi
International Journal of Management Science and Engineering Management (2016) (to appear)
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Inferring causal impact using Bayesian structural time-series models
Kay H. Brodersen, Fabian Gallusser, Jim Koehler, Nicolas Remy, Steven L. Scott
Annals of Applied Statistics, vol. 9 (2015), pp. 247-274
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Multi-armed bandit experiments in the online service economy
Applied Stochastic Models in Business and Industry, vol. 31 (2015), pp. 37-49
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Predicting the Present with Bayesian Structural Time Series
Steven L. Scott, Hal Varian
International Journal of Mathematical Modelling and Numerical Optimisation, vol. 5 (2014), pp. 4-23
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Data augmentation for support vector machines
Nicholas G. Polson, Steven L. Scott
Bayesian Analysis, vol. 6 (2011), pp. 1-24
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Data Augmentation, Frequentist Estimation, and the Bayesian Analysis of Multinomial Logit Models
Statistical Papers, vol. 52 (2011), pp. 87-109
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A modern Bayesian look at the multi-armed bandit
Applied Stochastic Models in Business and Industry, vol. 26 (2010), pp. 639-658




