A domain-specific embedded language for probabilistic programming

Please use this identifier to cite or link to this item: http://dspace.mediu.edu.my:8181/xmlui/handle/1957/696

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DC Field	Value	Language
dc.contributor	Erwig, Martin	-
dc.contributor	Burnett, Margaret	-
dc.contributor	Quinn, Michael	-
dc.contributor	Budd, Timothy	-
dc.contributor	Bolte, John	-
dc.date	2005-12-19T16:31:45Z	-
dc.date	2005-12-19T16:31:45Z	-
dc.date	2005-12-12	-
dc.date	2005-12-19T16:31:45Z	-
dc.date.accessioned	2013-10-16T07:29:13Z	-
dc.date.available	2013-10-16T07:29:13Z	-
dc.date.issued	2013-10-16	-
dc.identifier	http://hdl.handle.net/1957/696	-
dc.identifier.uri	http://koha.mediu.edu.my:8181/xmlui/handle/1957/696	-
dc.description	Graduation date: 2006	-
dc.description	Functional programming is concerned with referential transparency, that is, given a certain function and its parameter, that the result will always be the same. However, it seems that this is violated in applications involving uncertainty, such as rolling a dice. This thesis defines the background of probabilistic programming and domain-specific languages, and builds on these ideas to construct a domain-specific embedded language (DSEL) for probabilistic programming in a purely functional language. This DSEL is then applied in a real-world setting to develop an application in use by the Center for Gene Research at Oregon State University. The process and results of this development are discussed.	-
dc.language	en_US	-
dc.subject	DSEL	-
dc.subject	Probabilistic	-
dc.subject	Modeling	-
dc.subject	Functional	-
dc.title	A domain-specific embedded language for probabilistic programming	-
dc.type	Thesis	-
Appears in Collections:	ScholarsArchive@OSU

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