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morpheus (version 1.0-4)

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 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: , available here .

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install.packages('morpheus')

Monthly Downloads

52

Version

1.0-4

License

MIT + file LICENSE

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Last Published

February 9th, 2023

Functions in morpheus (1.0-4)

normalize

normalize
optimParams

optimParams
generateSampleIO

Generate sample inputs-outputs
computeMu

Compute mu
alignMatrices

alignMatrices
computeMoments

computeMoments
plotHist

plotHist
plotBox

plotBox
plotCoefs

plotCoefs
morpheus-package

tools:::Rd_package_title("morpheus")
multiRun

multiRun