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r / packages / r-randcorr

Implements the algorithm by Pourahmadi and Wang (2015) <doi:10.1016/j.spl.2015.06.015> for generating a random p x p correlation matrix. Briefly, the idea is to represent the correlation matrix using Cholesky factorization and p(p-1)/2 hyperspherical coordinates (i.e., angles), sample the angles from a particular distribution and then convert to the standard correlation matrix form. The angles are sampled from a distribution with pdf proportional to sin^k(theta) (0 < theta < pi, k >= 1) using the efficient sampling algorithm described in Enes Makalic and Daniel F. Schmidt (2018) <arXiv:1809.05212>.

Type Size Name Uploaded Downloads Labels
conda 34.6 kB | noarch/r-randcorr-1.0-r43h142f84f_0.tar.bz2  10 months and 1 day ago 15 main
conda 34.2 kB | noarch/r-randcorr-1.0-r42h142f84f_0.tar.bz2  2 years and 4 months ago 44 main
conda 34.1 kB | noarch/r-randcorr-1.0-r36h6115d3f_0.tar.bz2  4 years and 8 months ago 113 main

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