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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 217.7 kB | win-64/r-mixsqp-0.3_17-r40h796a38f_1.tar.bz2  4 years and 10 months ago 1037 main
conda 218.5 kB | win-64/r-mixsqp-0.3_17-r36h796a38f_1.tar.bz2  4 years and 10 months ago 1026 main
conda 227.4 kB | osx-64/r-mixsqp-0.3_17-r40hc5da6b9_1.tar.bz2  4 years and 10 months ago 315 main
conda 227.7 kB | osx-64/r-mixsqp-0.3_17-r36hc5da6b9_1.tar.bz2  4 years and 10 months ago 324 main
conda 218.4 kB | linux-64/r-mixsqp-0.3_17-r40h0357c0b_1.tar.bz2  4 years and 10 months ago 3085 main
conda 218.9 kB | linux-64/r-mixsqp-0.3_17-r36h0357c0b_1.tar.bz2  4 years and 10 months ago 3080 main
conda 217.3 kB | win-64/r-mixsqp-0.3_17-r36h796a38f_0.tar.bz2  5 years and 1 month ago 1055 main cf202003
conda 215.7 kB | win-64/r-mixsqp-0.3_17-r35h796a38f_0.tar.bz2  5 years and 1 month ago 1075 main cf202003
conda 223.4 kB | osx-64/r-mixsqp-0.3_17-r35hc5da6b9_0.tar.bz2  5 years and 1 month ago 342 main cf202003
conda 224.8 kB | osx-64/r-mixsqp-0.3_17-r36hc5da6b9_0.tar.bz2  5 years and 1 month ago 338 main cf202003
conda 215.9 kB | linux-64/r-mixsqp-0.3_17-r36h0357c0b_0.tar.bz2  5 years and 1 month ago 3254 main cf202003
conda 214.8 kB | linux-64/r-mixsqp-0.3_17-r35h0357c0b_0.tar.bz2  5 years and 1 month ago 3293 main cf202003

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