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>.

Version: 0.2-0
Depends: R (≥ 3.0.0)
Imports: MASS, jointDiag, methods, pracma
Suggests: devtools, flexmix, parallel, testthat, roxygen2, tensor, nloptr
Published: 2018-06-14
Author: Benjamin Auder [aut,cre], Mor-Absa Loum [aut]
Maintainer: Benjamin Auder <Benjamin.Auder at u-psud.fr>
License: MIT + file LICENSE
NeedsCompilation: yes
CRAN checks: morpheus results

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Reference manual: morpheus.pdf
Package source: morpheus_0.2-0.tar.gz
Windows binaries: r-devel: morpheus_0.2-0.zip, r-release: morpheus_0.2-0.zip, r-oldrel: morpheus_0.2-0.zip
OS X binaries: r-release: morpheus_0.2-0.tgz, r-oldrel: not available

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