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: <http://www.theses.fr/s156435>, available here <https://www.math.u-psud.fr/~loum/IMG/pdf/these.compressed-2.pdf>.

Package details

AuthorBenjamin Auder <[email protected]> [aut,cre], Mor-Absa Loum <[email protected]> [aut]
MaintainerBenjamin Auder <[email protected]>
LicenseMIT + file LICENSE
Version0.2-0
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 May 2, 2019, 3:04 a.m.