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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 232.9 kB | win-64/r-mixsqp-0.3_43-r41h78deb2a_2.tar.bz2  2 years and 10 months ago 548 main
conda 245.6 kB | osx-64/r-mixsqp-0.3_43-r42hf5e6a41_2.tar.bz2  2 years and 10 months ago 94 main
conda 236.7 kB | linux-64/r-mixsqp-0.3_43-r42h9f5de39_2.tar.bz2  2 years and 10 months ago 2234 main
conda 236.6 kB | linux-64/r-mixsqp-0.3_43-r41h9f5de39_2.tar.bz2  2 years and 10 months ago 4434 main
conda 237.4 kB | win-64/r-mixsqp-0.3_43-r41h399f8d5_1.tar.bz2  4 years and 3 months ago 820 main
conda 245.2 kB | osx-64/r-mixsqp-0.3_43-r40he5a6823_1.tar.bz2  4 years and 3 months ago 276 main
conda 245.2 kB | osx-64/r-mixsqp-0.3_43-r41he5a6823_1.tar.bz2  4 years and 3 months ago 435 main
conda 249.1 kB | linux-64/r-mixsqp-0.3_43-r41h306847c_1.tar.bz2  4 years and 3 months ago 4505 main
conda 249.0 kB | linux-64/r-mixsqp-0.3_43-r40h306847c_1.tar.bz2  4 years and 3 months ago 4079 main
conda 243.7 kB | win-64/r-mixsqp-0.3_43-r40h399f8d5_1.tar.bz2  4 years and 9 months ago 944 main
conda 244.4 kB | win-64/r-mixsqp-0.3_43-r36h399f8d5_1.tar.bz2  4 years and 9 months ago 946 main
conda 246.1 kB | osx-64/r-mixsqp-0.3_43-r36h0d0afb2_1.tar.bz2  4 years and 9 months ago 267 main
conda 245.5 kB | osx-64/r-mixsqp-0.3_43-r40h0d0afb2_1.tar.bz2  4 years and 9 months ago 276 main
conda 248.4 kB | linux-64/r-mixsqp-0.3_43-r36hfbb317b_1.tar.bz2  4 years and 9 months ago 3068 main
conda 248.3 kB | linux-64/r-mixsqp-0.3_43-r40hfbb317b_1.tar.bz2  4 years and 9 months ago 3279 main
conda 241.8 kB | win-64/r-mixsqp-0.3_43-r40h796a38f_0.tar.bz2  5 years and 3 months ago 1028 main
conda 242.8 kB | win-64/r-mixsqp-0.3_43-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1048 main
conda 248.6 kB | osx-64/r-mixsqp-0.3_43-r36hc5da6b9_0.tar.bz2  5 years and 3 months ago 324 main
conda 248.2 kB | osx-64/r-mixsqp-0.3_43-r40hc5da6b9_0.tar.bz2  5 years and 3 months ago 334 main
conda 245.1 kB | linux-64/r-mixsqp-0.3_43-r36h0357c0b_0.tar.bz2  5 years and 3 months ago 3440 main
conda 244.7 kB | linux-64/r-mixsqp-0.3_43-r40h0357c0b_0.tar.bz2  5 years and 3 months ago 3448 main

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