597 citations · 4.5k across the 71 of their papers we have counts for
8 papers · 1 filter
A Unified Framework for Structured Flow Modeling: From Representation to Verification and Model Discovery
Diego Casadei
Many dynamical systems can be described in terms of structured flows combining source/sink behavior, cyclic dynamics, and topology-constrained transport. These features arise acros…
ROOT - A C++ Framework for Petabyte Data Storage, Statistical Analysis and Visualization
Ilka Antcheva, Maarten Ballintijn, Bertrand Bellenot +24
ROOT is an object-oriented C++ framework conceived in the high-energy physics (HEP) community, designed for storing and analyzing petabytes of data in an efficient way. Any instanc…
Objective Bayesian analysis of counting experiments with correlated sources of background
Diego Casadei, Cornelius Grunwald, Kevin Kröninger +1
Searches for faint signals in counting experiments are often encountered in particle physics and astrophysics, as well as in other fields. Many problems can be reduced to the case…
Reference analysis of the signal + background model in counting experiments II. Approximate reference prior
Diego Casadei
The objective Bayesian treatment of a model representing two independent Poisson processes, labelled as "signal" and "background" and both contributing additively to the total numb…
Plotting the Differences Between Data and Expectation
Georgios Choudalakis, Diego Casadei
This article proposes a way to improve the presentation of histograms where data are compared to expectation. Sometimes, it is difficult to judge by eye whether the difference betw…
Statistical methods used in ATLAS for exclusion and discovery
Diego Casadei
The statistical methods used by the ATLAS Collaboration for setting upper limits or establishing a discovery are reviewed, as they are fundamental ingredients in the search for new…