Blang: Bayesian Declarative Modeling of General Data Structures and Inference via Algorithms Based on Distribution Continua

Consider a Bayesian inference problem where a variable of interest does not take values in a Euclidean space. These "non-standard" data structures are in reality fairly common. They are frequently used in problems involving latent discrete factor models, networks, and domain specific problems such a...

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Κύριοι συγγραφείς:	Alexandre Bouchard-Côté, Kevin Chern, Davor Cubranic, Sahand Hosseini, Justin Hume, Matteo Lepur, Zihui Ouyang, Giorgio Sgarbi
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	Foundation for Open Access Statistics 2022-08-01
Σειρά:	Journal of Statistical Software
Θέματα:	bayesian modelling language bayesian inference non-standard data structures blang
Διαθέσιμο Online:	https://www.jstatsoft.org/index.php/jss/article/view/3831
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