[ Source: r-cran-mixsqp ]
Package: r-cran-mixsqp (0.3-48-1)
Links for r-cran-mixsqp
Debian Resources:
Download Source Package r-cran-mixsqp:
- [r-cran-mixsqp_0.3-48-1.dsc]
- [r-cran-mixsqp_0.3-48.orig.tar.gz]
- [r-cran-mixsqp_0.3-48-1.debian.tar.xz]
Maintainers:
External Resources:
- Homepage [cran.r-project.org]
Similar packages:
Quadratic Programming for 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>.
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Download r-cran-mixsqp
| Architecture | Package Size | Installed Size | Files |
|---|---|---|---|
| amd64 | 308.0 kB | 525.0 kB | [list of files] |