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>.


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install.packages("morpheus")

0.2-0 by Benjamin Auder, 10 months ago


Browse source code at https://github.com/cran/morpheus


Authors: Benjamin Auder <[email protected]> [aut,cre] , Mor-Absa Loum <[email protected]> [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports MASS, jointDiag, methods, pracma

Suggests devtools, flexmix, parallel, testthat, roxygen2, tensor, nloptr


See at CRAN