Stan: A Probabilistic Programming Language

Stan: A Probabilistic Programming Language

Stan is a probabilistic programming language for specifying statistical models. A Stan program imperatively defines a log probability function over parameters conditioned on specified data and constants. As of version 2.14.0, Stan provides full Bayesian inference for continuous-variable models throu...

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Bibliographic Details
Main Authors: Bob Carpenter, Andrew Gelman, Matthew D. Hoffman, Daniel Lee, Ben Goodrich, Michael Betancourt, Marcus Brubaker, Jiqiang Guo, Peter Li, Allen Riddell
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-01-01
Series:Journal of Statistical Software
Subjects:
probabilistic programming
Bayesian inference
algorithmic differentiation
Stan
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2991

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https://www.jstatsoft.org/index.php/jss/article/view/2991

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