Package: morpheus
Title: Estimate Parameters of Mixtures of Logistic Regressions
-Description: Mixture of lOgistic Regressions Parameters (H)Estimation with
- (U)Spectral methods. The main methods take d-dimensional inputs and a vector
+Description: 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
- (please refer to the package vignette).
+ (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
-Author: Benjamin Auder <Benjamin.Auder@math.u-psud.fr> [aut,cre],
- Mor-Absa Loum <Mor-Absa.Loum@math.u-psud.fr> [aut]
-Maintainer: Benjamin Auder <Benjamin.Auder@math.u-psud.fr>
+Author: Benjamin Auder <Benjamin.Auder@u-psud.fr> [aut,cre],
+ Mor-Absa Loum <Mor-Absa.Loum@u-psud.fr> [aut]
+Maintainer: Benjamin Auder <Benjamin.Auder@u-psud.fr>
Depends:
R (>= 3.0.0),
Imports:
methods,
pracma
Suggests:
+ devtools,
flexmix,
parallel,
testthat,