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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 22 days ago 5312 main
conda 32.7 kB | linux-aarch64/r-tmvnsim-1.0_2-r40h6fc6016_3.tar.bz2  4 years and 22 days ago 72 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 935 main
conda 31.1 kB | osx-64/r-tmvnsim-1.0_2-r40ha752707_2.tar.bz2  4 years and 2 months ago 264 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 271 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 2509 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h580db52_2.tar.bz2  4 years and 2 months ago 2482 main
conda 32.6 kB | linux-64/r-tmvnsim-1.0_2-r36h31ca83e_2.tar.bz2  4 years and 2 months ago 2631 main
conda 32.5 kB | linux-64/r-tmvnsim-1.0_2-r40h580db52_2.tar.bz2  4 years and 2 months ago 2531 main
conda 39.4 kB | win-64/r-tmvnsim-1.0_2-r40h17ddedb_1.tar.bz2  4 years and 7 months ago 1003 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 314 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 2849 main
conda 32.4 kB | linux-64/r-tmvnsim-1.0_2-r36h9bbef5b_1.tar.bz2  4 years and 7 months ago 2852 main
conda 39.5 kB | win-64/r-tmvnsim-1.0_2-r36h17ddedb_0.tar.bz2  4 years and 7 months ago 1000 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 2875 main
conda 36.4 kB | linux-64/r-tmvnsim-1.0_2-r35h9bbef5b_0.tar.bz2  4 years and 7 months ago 2891 main

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