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: <https://theses.fr/s156435>, available here <https://theses.hal.science/tel-01877796/document>.

Version: 1.0-5
Depends: R (≥ 3.5.0)
Imports: MASS, jointDiag, methods, pracma
Suggests: devtools, flexmix, parallel, testthat (≥ 3.0.0), roxygen2
Published: 2026-05-21
DOI: 10.32614/CRAN.package.morpheus
Author: Benjamin Auder [aut, cre], Mor-Absa Loum [aut]
Maintainer: Benjamin Auder <benjamin.auder at universite-paris-saclay.fr>
License: MIT + file LICENSE
URL: https://github.com/yagu0/morpheus
NeedsCompilation: yes
Citation: morpheus citation info
CRAN checks: morpheus results

Documentation:

Reference manual: morpheus.html , morpheus.pdf

Downloads:

Package source: morpheus_1.0-5.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: morpheus_1.0-5.zip
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available
Old sources: morpheus archive

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