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Distributions.jl: Definition and Modeling of Probability Distributions in the JuliaStats Ecosystem

Authors :
Besançon, Mathieu
Papamarkou, Theodore
Anthoff, David
Arslan, Alex
Byrne, Simon
Lin, Dahua
Pearson, John
Publication Year :
2019

Abstract

Random variables and their distributions are a central part in many areas of statistical methods. The Distributions.jl package provides Julia users and developers tools for working with probability distributions, leveraging Julia features for their intuitive and flexible manipulation, while remaining highly efficient through zero-cost abstractions.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1907.08611
Document Type :
Working Paper
Full Text :
https://doi.org/10.18637/jss.v098.i16