Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem
Publication
, Journal Article
Besançon, M; Papamarkou, T; Anthoff, D; Arslan, A; Byrne, S; Lin, D; Pearson, J
Published in: Journal of Statistical Software
January 1, 2021
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 work-ing with probability distributions, leveraging Julia features for their intuitive and flexible manipulation, while remaining highly efficient through zero-cost abstractions.
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Published In
Journal of Statistical Software
DOI
ISSN
1548-7660
Publication Date
January 1, 2021
Volume
98
Start / End Page
1 / 30
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics
Citation
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Besançon, M., Papamarkou, T., Anthoff, D., Arslan, A., Byrne, S., Lin, D., & Pearson, J. (2021). Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem. Journal of Statistical Software, 98, 1–30. https://doi.org/10.18637/jss.v098.i16
Besançon, M., T. Papamarkou, D. Anthoff, A. Arslan, S. Byrne, D. Lin, and J. Pearson. “Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem.” Journal of Statistical Software 98 (January 1, 2021): 1–30. https://doi.org/10.18637/jss.v098.i16.
Besançon M, Papamarkou T, Anthoff D, Arslan A, Byrne S, Lin D, et al. Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem. Journal of Statistical Software. 2021 Jan 1;98:1–30.
Besançon, M., et al. “Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem.” Journal of Statistical Software, vol. 98, Jan. 2021, pp. 1–30. Scopus, doi:10.18637/jss.v098.i16.
Besançon M, Papamarkou T, Anthoff D, Arslan A, Byrne S, Lin D, Pearson J. Distributions.jl: Definition and modeling of probability distributions in the JuliaStats ecosystem. Journal of Statistical Software. 2021 Jan 1;98:1–30.
Published In
Journal of Statistical Software
DOI
ISSN
1548-7660
Publication Date
January 1, 2021
Volume
98
Start / End Page
1 / 30
Related Subject Headings
- Statistics & Probability
- 4905 Statistics
- 0104 Statistics