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physics.data-an2019
Tackling limited simulation and small signals
Carlos A. Argüelles, Austin Schneider, Tianlu Yuan
We present a new, analytic, Poisson likelihood derived, technique to account for the statistical uncertainties inherent in simulation samples of limited size. This method has bette…
physics.data-an2019★ 42 cited
A binned likelihood for stochastic models
Carlos A. Argüelles, Austin Schneider, Tianlu Yuan
Metrics of model goodness-of-fit, model comparison, and model parameter estimation are the main categories of statistical problems in science. Bayesian and frequentist methods that…