Symbolic Statistics with SymPy

Replacing symbols with random variables makes it possible to naturally add statistical operations to complex physical models. Three examples of symbolic statistical modeling are considered here, using new features from the popular SymPy project.

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Bibliographische Detailangaben
Veröffentlicht in:	Computing in science & engineering 2012-05, Vol.14 (3), p.88-93
Hauptverfasser:	Rocklin, Matthew, Terrel, Andy R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational modeling Computational science Noise Numerical models Python Random variables scientific computing symbolic statistical modeling SymPy Syntactics Temperature measurement
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Beschreibung
Zusammenfassung:	Replacing symbols with random variables makes it possible to naturally add statistical operations to complex physical models. Three examples of symbolic statistical modeling are considered here, using new features from the popular SymPy project.
ISSN:	1521-9615 1558-366X
DOI:	10.1109/MCSE.2012.56