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Pakket: r-cran-mixsqp (0.3-54-1)

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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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Pakket downloaden voor alle beschikbare platforms
Platform Pakketgrootte Geïnstalleerde grootte Bestanden
amd64 300,4 kB509,0 kB [overzicht]
arm64 289,2 kB509,0 kB [overzicht]
armel 293,9 kB500,0 kB [overzicht]
armhf 290,5 kB444,0 kB [overzicht]
i386 308,9 kB540,0 kB [overzicht]
mips64el 292,9 kB583,0 kB [overzicht]
ppc64el 302,1 kB573,0 kB [overzicht]
riscv64 300,8 kB473,0 kB [overzicht]
s390x 304,6 kB529,0 kB [overzicht]