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@mihaiconstantin mihaiconstantin released this 02 May 12:16
· 108 commits to main since this release
v1.8.0
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Learn about vigilant mode.

What's Changed

Added

  • Add more arguments for generating partial correlation matrices (i.e., in line with Yin and Li (2011; see reference below). The new arguments are positive (i.e., for the proportion of positive edges), range (i.e., for the interval from which to sample values for the partial correlations), and constant (i.e., to vary the magnitude of the partial correlations). See Yin and Li (2011) for a description of the generating algorithm.
  • Add functionality to resample GgmModel data when variables with SD = 0 are detected.

Changed

  • Update documentation to include the new arguments for generating a GGM.
  • Update GGM data generation and estimation tests.

References

  • Yin, J., and Li, H. (2011). A sparse conditional gaussian graphical model for analysis of genetical genomics data. The annals of applied statistics, 5(4), 2630.

Full Changelog: v1.7.4...v1.8.0

Contributors

mihaiconstantin
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