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

Published in:	Journal of statistical software Vol. 76; no. 1; pp. 1 - 32
Main Authors:	Carpenter, Bob, Gelman, Andrew, Hoffman, Matthew D., Lee, Daniel, Goodrich, Ben, Betancourt, Michael, Brubaker, Marcus, Guo, Jiqiang, Li, Peter, Riddell, Allen
Format:	Journal Article
Language:	English
Published:	United States Foundation for Open Access Statistics 2017
Subjects:	algorithmic differentiation Bayesian inference MATHEMATICS AND COMPUTING probabilistic program probabilistic programming Stan Stan algorithmic differentiation Bayesian inference probabilistic program
ISSN:	1548-7660, 1548-7660
Online Access:	Get full text
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