| 1 | Package: morpheus |
| 2 | Title: Estimate Parameters of Mixtures of Logistic Regressions |
| 3 | Description: Mixture of logistic regressions parameters (H)estimation with |
| 4 | (U)spectral methods. The main methods take d-dimensional inputs and a vector |
| 5 | of binary outputs, and return parameters according to the GLMs mixture model |
| 6 | (General Linear Model). For more details see chapter 3 in the PhD thesis of |
| 7 | Mor-Absa Loum: <http://www.theses.fr/s156435>. |
| 8 | Version: 0.2-0 |
| 9 | Author: Benjamin Auder <Benjamin.Auder@math.u-psud.fr> [aut,cre], |
| 10 | Mor-Absa Loum <Mor-Absa.Loum@math.u-psud.fr> [aut] |
| 11 | Maintainer: Benjamin Auder <Benjamin.Auder@math.u-psud.fr> |
| 12 | Depends: |
| 13 | R (>= 3.0.0), |
| 14 | Imports: |
| 15 | MASS, |
| 16 | jointDiag, |
| 17 | methods, |
| 18 | pracma |
| 19 | Suggests: |
| 20 | devtools, |
| 21 | flexmix, |
| 22 | parallel, |
| 23 | testthat, |
| 24 | roxygen2, |
| 25 | tensor, |
| 26 | nloptr |
| 27 | License: MIT + file LICENSE |
| 28 | RoxygenNote: 5.0.1 |
| 29 | Collate: |
| 30 | 'utils.R' |
| 31 | 'A_NAMESPACE.R' |
| 32 | 'computeMu.R' |
| 33 | 'multiRun.R' |
| 34 | 'optimParams.R' |
| 35 | 'plot.R' |
| 36 | 'sampleIO.R' |