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A new development cycle of the Statistical Toolkit | | M Batic
; A. M. Paganoni
; A. Pfeiffer
; M. G. Pia
; A. Ribon
; | | Date: |
26 Sep 2012 | | Abstract: | The Statistical Toolkit is an open source system specialized in the
statistical comparison of distributions. It addresses requirements common to
different experimental domains, such as simulation validation (e.g. comparison
of experimental and simulated distributions), regression testing in the course
of the software development process, and detector performance monitoring.
Various sets of statistical tests have been added to the existing collection to
deal with the one sample problem (i.e. the comparison of a data distribution to
a function, including tests for normality, categorical analysis and the
estimate of randomness). Improved algorithms and software design contribute to
the robustness of the results. A simple user layer dealing with primitive data
types facilitates the use of the toolkit both in standalone analyses and in
large scale experiments. | | Source: | arXiv, 1209.5999 | | Services: | Forum | Review | PDF | Favorites | |
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