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

Package details

AuthorBenjamin Auder <Benjamin.Auder@u-psud.fr> [aut,cre], Mor-Absa Loum <Mor-Absa.Loum@u-psud.fr> [aut]
MaintainerBenjamin Auder <Benjamin.Auder@u-psud.fr>
LicenseMIT + file LICENSE
Version1.0-4
URL https://github.com/yagu0/morpheus
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("morpheus")

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morpheus documentation built on Feb. 16, 2023, 10:01 p.m.