Package: r-cran-mixsqp
Version: 0.3-54-2
Architecture: amd64
Architecture-Variant: amd64v3
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 530
Depends: r-api-4.0, r-cran-irlba, r-cran-rcpp (>= 0.12.15), r-cran-rcpparmadillo, libblas3 | libblas.so.3, libc6 (>= 2.29), libgcc-s1 (>= 3.0), liblapack3 | liblapack.so.3, libstdc++6 (>= 14)
Recommends: r-cran-testthat, r-cran-knitr, r-cran-rmarkdown
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=mixsqp
Description: Sequential Quadratic Programming for Fast Maximum-Likelihood Estimation of Mixture Proportions
 Provides an optimization method 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 algorithm is 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 when the number of samples is large and the number of mixture
 components is not too large. This implements the "mix-SQP" algorithm,
 with some improvements, described in Y. Kim, P. Carbonetto, M. Stephens &
 M. Anitescu (2020) <DOI:10.1080/10618600.2019.1689985>.
