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/2018SACLS299>, available here
<https://theses.hal.science/tel-01877796/document>.
| Version: |
1.0-6 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
MASS, jointDiag, methods, pracma, utils |
| Suggests: |
devtools, flexmix, parallel, testthat (≥ 3.0.0), roxygen2 |
| Published: |
2026-10-19 |
| 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 |
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