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Characterization of the Astrophysical Diffuse Neutrino Flux with IceCube High-Energy Starting Events
Austin Schneider
The IceCube neutrino observatory has established the existence of an astrophysical diffuse neutrino component above TeV. This discovery was made using the high-energy startin…
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…
White Paper on New Opportunities at the Next-Generation Neutrino Experiments (Part 1: BSM Neutrino Physics and Dark Matter)
C. A. Argüelles, A. J. Aurisano, B. Batell +47
With the advent of a new generation of neutrino experiments which leverage high-intensity neutrino beams for precision measurements, it is timely to explore physics topics beyond t…
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…