Pub. Date:
Springer International Publishing
Statistical Methods for Data Analysis in Particle Physics

Statistical Methods for Data Analysis in Particle Physics

by Luca Lista


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Product Details

ISBN-13: 9783319201757
Publisher: Springer International Publishing
Publication date: 08/05/2015
Series: Lecture Notes in Physics Series , #909
Edition description: 1st ed. 2016
Pages: 172
Product dimensions: 6.10(w) x 9.25(h) x 0.02(d)

About the Author

Luca Lista works on the CMS experiment at CERN's Large Hadron Collider, specifically on the search for dark matter and on top-quark physics. He has been involved in testing the Standard Model of particle physics and in the search for the Higgs boson.

Table of Contents

Preface.- Probability theory.- Probability Distribution Functions.- Bayesian Approach to Probability.- Random Numbers and Monte Carlo Methods.- Parameter Estimate.- Combining Measurements.- Confidence Intervals.- Convolution and Unfolding.- Hypothesis Tests.- Discoveries and Upper Limits.- Index.

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