Graphical model construction for discrete data
Copula Gaussian graphical models are powerful tools to describe dependencies between a large scale of variables of different continuous distributions. However, it highly depends on the continuity of observed variables.
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2012
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| Online Access: | http://hdl.handle.net/10356/50086 |
| _version_ | 1826115409549459456 |
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| author | Xu, Shiyan. |
| author2 | School of Electrical and Electronic Engineering |
| author_facet | School of Electrical and Electronic Engineering Xu, Shiyan. |
| author_sort | Xu, Shiyan. |
| collection | NTU |
| description | Copula Gaussian graphical models are powerful tools to describe dependencies between a large scale of variables of different continuous distributions. However, it highly depends on the continuity of observed variables. |
| first_indexed | 2024-10-01T03:54:59Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/50086 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:54:59Z |
| publishDate | 2012 |
| record_format | dspace |
| spelling | ntu-10356/500862023-07-07T17:11:03Z Graphical model construction for discrete data Xu, Shiyan. School of Electrical and Electronic Engineering Justin Dauwels DRNTU::Engineering::Electrical and electronic engineering Copula Gaussian graphical models are powerful tools to describe dependencies between a large scale of variables of different continuous distributions. However, it highly depends on the continuity of observed variables. Bachelor of Engineering 2012-05-29T08:15:20Z 2012-05-29T08:15:20Z 2012 2012 Final Year Project (FYP) http://hdl.handle.net/10356/50086 en Nanyang Technological University 79 p. application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering Xu, Shiyan. Graphical model construction for discrete data |
| title | Graphical model construction for discrete data |
| title_full | Graphical model construction for discrete data |
| title_fullStr | Graphical model construction for discrete data |
| title_full_unstemmed | Graphical model construction for discrete data |
| title_short | Graphical model construction for discrete data |
| title_sort | graphical model construction for discrete data |
| topic | DRNTU::Engineering::Electrical and electronic engineering |
| url | http://hdl.handle.net/10356/50086 |
| work_keys_str_mv | AT xushiyan graphicalmodelconstructionfordiscretedata |