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Provides optimization algorithms based on sequential quadratic programming (SQP) for maximum likelihood estimation of the mixture proportions in a finite mixture model where the component densities are known. The algorithms are expected to obtain solutions that are at least as accurate as the state-of-the-art MOSEK interior-point solver (called by function "KWDual" in the 'REBayes' package), and they are expected to arrive at solutions more quickly in large data sets. The algorithms are described in Y. Kim, P. Carbonetto, M. Stephens & M. Anitescu (2012) <arXiv:1806.01412>.

copied from cf-staging / r-mixsqp
Type Size Name Uploaded Downloads Labels
conda 194.5 kB | win-64/r-mixsqp-0.3_54-r44h3dc9324_2.conda  4 months and 11 days ago 94 main
conda 194.0 kB | win-64/r-mixsqp-0.3_54-r43h3dc9324_2.conda  4 months and 11 days ago 99 main
conda 200.3 kB | osx-64/r-mixsqp-0.3_54-r44haa2a3db_2.conda  4 months and 11 days ago 114 main
conda 199.5 kB | osx-64/r-mixsqp-0.3_54-r43haa2a3db_2.conda  4 months and 11 days ago 627 main
conda 205.0 kB | linux-64/r-mixsqp-0.3_54-r44hb79369c_2.conda  4 months and 11 days ago 735 main
conda 216.5 kB | linux-ppc64le/r-mixsqp-0.3_54-r44h154002a_2.conda  4 months and 11 days ago 27 main
conda 204.5 kB | linux-64/r-mixsqp-0.3_54-r43hb79369c_2.conda  4 months and 11 days ago 6720 main
conda 215.7 kB | linux-ppc64le/r-mixsqp-0.3_54-r43h154002a_2.conda  4 months and 11 days ago 28 main
conda 204.3 kB | linux-aarch64/r-mixsqp-0.3_54-r43h0760086_2.conda  4 months and 11 days ago 128 main
conda 204.5 kB | linux-aarch64/r-mixsqp-0.3_54-r44h0760086_2.conda  4 months and 11 days ago 53 main
conda 214.6 kB | linux-ppc64le/r-mixsqp-0.3_54-r44h795cbc2_1.conda  5 months and 24 days ago 58 main
conda 193.7 kB | win-64/r-mixsqp-0.3_54-r43h3dc9324_1.conda  5 months and 26 days ago 221 main
conda 194.3 kB | win-64/r-mixsqp-0.3_54-r44h3dc9324_1.conda  5 months and 26 days ago 207 main
conda 199.1 kB | osx-64/r-mixsqp-0.3_54-r43h6a638e2_1.conda  5 months and 26 days ago 386 main
conda 213.5 kB | linux-ppc64le/r-mixsqp-0.3_54-r43h795cbc2_1.conda  5 months and 26 days ago 49 main
conda 199.7 kB | osx-64/r-mixsqp-0.3_54-r44h6a638e2_1.conda  5 months and 26 days ago 122 main
conda 201.3 kB | linux-64/r-mixsqp-0.3_54-r43hb424bfc_1.conda  5 months and 26 days ago 3454 main
conda 202.2 kB | linux-aarch64/r-mixsqp-0.3_54-r43hd38cb5a_1.conda  5 months and 26 days ago 105 main
conda 201.3 kB | linux-64/r-mixsqp-0.3_54-r44hb424bfc_1.conda  5 months and 26 days ago 705 main
conda 202.7 kB | linux-aarch64/r-mixsqp-0.3_54-r44hd38cb5a_1.conda  5 months and 26 days ago 84 main
conda 195.0 kB | osx-64/r-mixsqp-0.3_54-r43h86c1099_0.conda  1 year and 18 days ago 654 main
conda 192.9 kB | win-64/r-mixsqp-0.3_54-r41h78deb2a_0.conda  1 year and 18 days ago 283 main
conda 201.6 kB | linux-ppc64le/r-mixsqp-0.3_54-r43hfc38db2_0.conda  1 year and 18 days ago 78 main
conda 194.5 kB | osx-64/r-mixsqp-0.3_54-r42h86c1099_0.conda  1 year and 18 days ago 282 main
conda 202.1 kB | linux-ppc64le/r-mixsqp-0.3_54-r42hfc38db2_0.conda  1 year and 18 days ago 88 main
conda 197.4 kB | linux-64/r-mixsqp-0.3_54-r43h08d816e_0.conda  1 year and 18 days ago 16291 main
conda 197.9 kB | linux-64/r-mixsqp-0.3_54-r42h08d816e_0.conda  1 year and 18 days ago 2019 main
conda 192.2 kB | linux-aarch64/r-mixsqp-0.3_54-r42h003610b_0.conda  1 year and 18 days ago 115 main
conda 191.9 kB | linux-aarch64/r-mixsqp-0.3_54-r43h003610b_0.conda  1 year and 18 days ago 134 main

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