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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 20 days ago 5307 main
conda 32.7 kB | linux-aarch64/r-tmvnsim-1.0_2-r40h6fc6016_3.tar.bz2  4 years and 20 days ago 71 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r40h87ffe87_2.tar.bz2  4 years and 2 months ago 940 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h87ffe87_2.tar.bz2  4 years and 2 months ago 934 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r40ha752707_2.tar.bz2  4 years and 2 months ago 263 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r40h43cf36c_2.tar.bz2  4 years and 2 months ago 271 main
conda 31.2 kB | osx-64/r-tmvnsim-1.0_2-r36h43cf36c_2.tar.bz2  4 years and 2 months ago 270 main
conda 31.2 kB | osx-64/r-tmvnsim-1.0_2-r36ha752707_2.tar.bz2  4 years and 2 months ago 274 main
conda 32.5 kB | linux-64/r-tmvnsim-1.0_2-r40h31ca83e_2.tar.bz2  4 years and 2 months ago 2504 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h580db52_2.tar.bz2  4 years and 2 months ago 2477 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h31ca83e_2.tar.bz2  4 years and 2 months ago 2626 main
conda 32.5 kB | linux-64/r-tmvnsim-1.0_2-r40h580db52_2.tar.bz2  4 years and 2 months ago 2527 main
conda 39.4 kB | win-64/r-tmvnsim-1.0_2-r40h17ddedb_1.tar.bz2  4 years and 7 months ago 1002 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h17ddedb_1.tar.bz2  4 years and 7 months ago 994 main
conda 31.0 kB | osx-64/r-tmvnsim-1.0_2-r40h384270c_1.tar.bz2  4 years and 7 months ago 313 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r36h384270c_1.tar.bz2  4 years and 7 months ago 310 main
conda 32.3 kB | linux-64/r-tmvnsim-1.0_2-r40h9bbef5b_1.tar.bz2  4 years and 7 months ago 2845 main
conda 32.4 kB | linux-64/r-tmvnsim-1.0_2-r36h9bbef5b_1.tar.bz2  4 years and 7 months ago 2847 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h17ddedb_0.tar.bz2  4 years and 7 months ago 999 main
conda 39.3 kB | win-64/r-tmvnsim-1.0_2-r35h17ddedb_0.tar.bz2  4 years and 7 months ago 1010 main
conda 31.0 kB | osx-64/r-tmvnsim-1.0_2-r35h384270c_0.tar.bz2  4 years and 7 months ago 312 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r36h384270c_0.tar.bz2  4 years and 7 months ago 298 main
conda 32.3 kB | linux-64/r-tmvnsim-1.0_2-r36h9bbef5b_0.tar.bz2  4 years and 7 months ago 2871 main
conda 36.4 kB | linux-64/r-tmvnsim-1.0_2-r35h9bbef5b_0.tar.bz2  4 years and 7 months ago 2888 main

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