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1 | Package: morpheus |
2 | Title: Estimate Parameters of Mixtures of Logistic Regressions | |
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3 | Description: Mixture of logistic regressions parameters (H)estimation with |
4 | (U)spectral methods. The main methods take d-dimensional inputs and a vector | |
cbd88fe5 | 5 | of binary outputs, and return parameters according to the GLMs mixture model |
1b53e3a5 | 6 | (General Linear Model). For more details see chapter 3 in the PhD thesis of |
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7 | Mor-Absa Loum: <http://www.theses.fr/s156435>, available here |
8 | <https://www.math.u-psud.fr/~loum/IMG/pdf/these.compressed-2.pdf>. | |
cbd88fe5 | 9 | Version: 0.2-0 |
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10 | Author: Benjamin Auder <Benjamin.Auder@u-psud.fr> [aut,cre], |
11 | Mor-Absa Loum <Mor-Absa.Loum@u-psud.fr> [aut] | |
12 | Maintainer: Benjamin Auder <Benjamin.Auder@u-psud.fr> | |
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13 | Depends: |
14 | R (>= 3.0.0), | |
15 | Imports: | |
16 | MASS, | |
17 | jointDiag, | |
18 | methods, | |
19 | pracma | |
20 | Suggests: | |
cf673dee | 21 | devtools, |
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22 | flexmix, |
23 | parallel, | |
24 | testthat, | |
25 | roxygen2, | |
324febd3 | 26 | tensor |
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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' |