morpheus: Estimate Parameters of Mixtures of Logistic Regressions

Mixture of logistic regressions parameters (H)estimation with (U)spectral methods. The main methods take d-dimensional inputs and a vector of binary outputs, and return parameters according to the GLMs mixture model (General Linear Model). For more details see chapter 3 in the PhD thesis of Mor-Absa Loum: <>, available here <>.

Version: 1.0-4
Depends: R (≥ 3.5.0)
Imports: MASS, jointDiag, methods, pracma
Suggests: devtools, flexmix, parallel, testthat (≥ 3.0.0), roxygen2
Published: 2023-02-09
DOI: 10.32614/CRAN.package.morpheus
Author: Benjamin Auder [aut,cre], Mor-Absa Loum [aut]
Maintainer: Benjamin Auder <Benjamin.Auder at>
License: MIT + file LICENSE
NeedsCompilation: yes
CRAN checks: morpheus results


Reference manual: morpheus.pdf


Package source: morpheus_1.0-4.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): morpheus_1.0-4.tgz, r-oldrel (arm64): morpheus_1.0-4.tgz, r-release (x86_64): morpheus_1.0-4.tgz, r-oldrel (x86_64): morpheus_1.0-4.tgz
Old sources: morpheus archive


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