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Issue 58: Improve gaussian copula parameter sampling #85

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merged 5 commits into from
Feb 11, 2019

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ManuelAlvarezC
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@ManuelAlvarezC ManuelAlvarezC commented Feb 4, 2019

Improved the sampling of parameters for model GaussianMultivariate:

  • Instead of modelling and sampling the whole covariance matrix, now only the lower half is modelled, and after sampling, the upper half is generated used symetry.

  • Covariance matrix is now enforced to be positive semidefinite.

  • Standard deviation for distributions are now enforced to be positive.

Resolves #58

@ManuelAlvarezC ManuelAlvarezC merged commit 32878f9 into master Feb 11, 2019
@ManuelAlvarezC ManuelAlvarezC deleted the 58_gaussian_copula_parameter_sampling branch February 11, 2019 12:04
JonathanDZiegler pushed a commit to JonathanDZiegler/SDV that referenced this pull request Feb 7, 2022
* Test case for sample function

* Fixed data format

* Fix syntax error.

* Fix lint

* Fix lint, take 2
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2 participants