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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 174.9 kB | win-64/r-mixsqp-0.1_97-r35h796a38f_1.tar.bz2  6 years and 1 month ago 1358 main cf202003
conda 176.1 kB | win-64/r-mixsqp-0.1_97-r36h796a38f_1.tar.bz2  6 years and 1 month ago 1369 main cf202003
conda 178.1 kB | osx-64/r-mixsqp-0.1_97-r36hf99fc2c_1.tar.bz2  6 years and 1 month ago 363 main cf202003
conda 234.2 kB | osx-64/r-mixsqp-0.1_97-r35hf99fc2c_1.tar.bz2  6 years and 1 month ago 365 main cf202003
conda 172.5 kB | linux-64/r-mixsqp-0.1_97-r35h0357c0b_1.tar.bz2  6 years and 1 month ago 4180 main cf202003
conda 173.8 kB | linux-64/r-mixsqp-0.1_97-r36h0357c0b_1.tar.bz2  6 years and 1 month ago 4158 main cf202003
conda 234.3 kB | osx-64/r-mixsqp-0.1_97-r351h466af19_0.tar.bz2  6 years and 5 months ago 365 main cf202003
conda 174.6 kB | win-64/r-mixsqp-0.1_97-r351h6115d3f_0.tar.bz2  6 years and 5 months ago 1524 main cf202003
conda 172.4 kB | linux-64/r-mixsqp-0.1_97-r351h29659fb_0.tar.bz2  6 years and 5 months ago 4595 main cf202003

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