English

Extracting Angular Observables without a Likelihood and Applications to Rare Decays

High Energy Physics - Experiment 2015-06-17 v1 High Energy Physics - Phenomenology Data Analysis, Statistics and Probability

Abstract

Our goal is to obtain a complete set of angular observables arising in a generic multi-body process. We show how this can be achieved without the need to carry out a likelihood fit of the angular distribution to the measured events. Instead, we apply the method of moments that relies both on the orthogonality of angular functions and the estimation of integrals by Monte Carlo techniques. The big advantage of this method is that the joint distribution of all observables can be easily extracted, even for very few events. The method of moments is shown to be robust against mismodeling of the angular distribution. Our main result is an explicit algorithm that accounts for systematic uncertainties from detector-resolution and acceptance effects. Finally, we present the necessary process-dependent formulae needed for direct application of the method to several rare decays of interest.

Keywords

Cite

@article{arxiv.1503.04100,
  title  = {Extracting Angular Observables without a Likelihood and Applications to Rare Decays},
  author = {Frederik Beaujean and Marcin Chrząszcz and Nicola Serra and Danny van Dyk},
  journal= {arXiv preprint arXiv:1503.04100},
  year   = {2015}
}

Comments

13 pages, 4 figures

R2 v1 2026-06-22T08:52:24.778Z