Generalized Fiducial Inference for Ultrahigh-Dimensional Regression

Variable selection for ultrahigh-dimensional ("large p small n") linear Gaussian models using a fiducial framework allowing to draw inference on the parameters. Reference: Lai, Hannig & Lee (2015) .


gfiUltra

Generalized Fiducial Inference for Ultrahigh-Dimensional Regression.

Reference manual

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install.packages("gfiUltra")

1.0.0 by Stéphane Laurent, 6 years ago


https://github.com/stla/gfiUltra


Report a bug at https://github.com/stla/gfiUltra/issues


Browse source code at https://github.com/cran/gfiUltra


Authors: Stéphane Laurent [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports SIS, stats, utils, lazyeval, mvtnorm


See at CRAN