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morpheus  

Estimate Parameters of Mixtures of Logistic Regressions
View on CRAN: Click here


Download and install morpheus package within the R console
Install from CRAN:
install.packages("morpheus")

Install from Github:
library("remotes")
install_github("cran/morpheus")

Install by package version:
library("remotes")
install_version("morpheus", "1.0-4")



Attach the package and use:
library("morpheus")
Maintained by
Benjamin Auder
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-14
Latest Update: 2023-02-09
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 .
How to cite:
Benjamin Auder (2018). morpheus: Estimate Parameters of Mixtures of Logistic Regressions. R package version 1.0-4, https://cran.r-project.org/web/packages/morpheus. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.2-0 (2018-06-14 20:48), 1.0-0 (2020-01-10 11:30), 1.0-1 (2020-01-12 01:40), 1.0-3 (2023-02-08 13:50), 1.0-4 (2023-02-09 12:20)
Other packages that cited morpheus R package
View morpheus citation profile
Other R packages that morpheus depends, imports, suggests or enhances
Complete documentation for morpheus
Functions, R codes and Examples using the morpheus R package
Some associated functions: alignMatrices . computeMoments . computeMu . generateSampleIO . morpheus-package . multiRun . normalize . optimParams . plotBox . plotCoefs . plotHist . 
Some associated R codes: A_NAMESPACE.R . computeMu.R . multiRun.R . optimParams.R . plot.R . sampleIO.R . utils.R .  Full morpheus package functions and examples
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