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Monte Carlo C++ analysis tools

Authors: Sciarra, Alessandro; Pinke, Christopher; Leemueller, David; Cuteri, Francesca; Czaban, Christopher;

Monte Carlo C++ analysis tools

Abstract

A library of analysis tools Data analysis is a mandatory step in lattice QCD and to have an efficient, well tested library of tools is very important. Between 2014 and 2016, a quite basic but complete set of standard tools was developed in C++, in order of achieve good performance. Basic analysis of typical Monte Carlo data has been implementing using "Markov Chain Monte Carlo Simulations and Their Statistical Analysis" book by B.A.Berg and "Monte Carlo Methods in Statistical Physics" book by G.T.Barkema and M.E.J.Newman as reference. The main available features are the following. The calculation of mean, variance, skewness and kurtosis of a given set of correlated data, with a correct estimate of the correspondent statistical error using either the Jackknife or the bootstrap method. The multiple histogram method, also known as Ferrenberg-Swendsen reweighting, which has been implemented in a very general fashion and which has been recently extended in order to reweight observable probability distributions. A couple of executables have been, then, written for the user, in order to comfortably use the tools offered. Clearly, you could use the code as external library for another project, but this might not be necessary. Useful information The development is hosted on GitLab. Main changes between versions can be found in the CHANGELOG file. Authors are listed in order of contribution to the codebase (number of commits). Authors that contributed to this version since the previous one: Alessandro Sciarra (ORCID 0000-0002-4608-1905)

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Keywords

Data analysis, Lattice QCD, Monte Carlo

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average