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http://dspace.mediu.edu.my:8181/xmlui/handle/1957/696| Title: | A domain-specific embedded language for probabilistic programming |
| Authors: | Erwig, Martin Burnett, Margaret Quinn, Michael Budd, Timothy Bolte, John |
| Keywords: | DSEL Probabilistic Modeling Functional |
| Issue Date: | 16-Oct-2013 |
| Description: | Graduation date: 2006 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. |
| URI: | http://koha.mediu.edu.my:8181/xmlui/handle/1957/696 |
| Other Identifiers: | http://hdl.handle.net/1957/696 |
| Appears in Collections: | ScholarsArchive@OSU |
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