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Importance sampling from the truncated multivariate normal using the GHK (Geweke-Hajivassiliou-Keane) simulator. Unlike Gibbs sampling which can get stuck in one truncation sub-region depending on initial values, this package allows truncation based on disjoint regions that are created by truncation of absolute values. The GHK algorithm uses simple Cholesky transformation followed by recursive simulation of univariate truncated normals hence there are also no convergence issues. Importance sample is returned along with sampling weights, based on which, one can calculate integrals over truncated regions for multivariate normals.

copied from cf-staging / r-tmvnsim
Type Size Name Uploaded Downloads Labels
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r40h859d828_3.tar.bz2  4 years and 1 month ago 5370 main
conda 32.7 kB | linux-aarch64/r-tmvnsim-1.0_2-r40h6fc6016_3.tar.bz2  4 years and 1 month ago 72 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r40h87ffe87_2.tar.bz2  4 years and 3 months ago 943 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h87ffe87_2.tar.bz2  4 years and 3 months ago 937 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r40ha752707_2.tar.bz2  4 years and 3 months ago 264 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r40h43cf36c_2.tar.bz2  4 years and 3 months ago 272 main
conda 31.2 kB | osx-64/r-tmvnsim-1.0_2-r36h43cf36c_2.tar.bz2  4 years and 3 months ago 271 main
conda 31.2 kB | osx-64/r-tmvnsim-1.0_2-r36ha752707_2.tar.bz2  4 years and 3 months ago 275 main
conda 32.5 kB | linux-64/r-tmvnsim-1.0_2-r40h31ca83e_2.tar.bz2  4 years and 3 months ago 2551 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h580db52_2.tar.bz2  4 years and 3 months ago 2521 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h31ca83e_2.tar.bz2  4 years and 3 months ago 2667 main
conda 32.5 kB | linux-64/r-tmvnsim-1.0_2-r40h580db52_2.tar.bz2  4 years and 3 months ago 2566 main
conda 39.4 kB | win-64/r-tmvnsim-1.0_2-r40h17ddedb_1.tar.bz2  4 years and 7 months ago 1005 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h17ddedb_1.tar.bz2  4 years and 7 months ago 997 main
conda 31.0 kB | osx-64/r-tmvnsim-1.0_2-r40h384270c_1.tar.bz2  4 years and 7 months ago 314 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r36h384270c_1.tar.bz2  4 years and 7 months ago 311 main
conda 32.3 kB | linux-64/r-tmvnsim-1.0_2-r40h9bbef5b_1.tar.bz2  4 years and 7 months ago 2886 main
conda 32.4 kB | linux-64/r-tmvnsim-1.0_2-r36h9bbef5b_1.tar.bz2  4 years and 7 months ago 2892 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h17ddedb_0.tar.bz2  4 years and 7 months ago 1002 main
conda 39.3 kB | win-64/r-tmvnsim-1.0_2-r35h17ddedb_0.tar.bz2  4 years and 7 months ago 1013 main
conda 31.0 kB | osx-64/r-tmvnsim-1.0_2-r35h384270c_0.tar.bz2  4 years and 7 months ago 313 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r36h384270c_0.tar.bz2  4 years and 7 months ago 299 main
conda 32.3 kB | linux-64/r-tmvnsim-1.0_2-r36h9bbef5b_0.tar.bz2  4 years and 7 months ago 2916 main
conda 36.4 kB | linux-64/r-tmvnsim-1.0_2-r35h9bbef5b_0.tar.bz2  4 years and 7 months ago 2927 main

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