[morpheus.git] / README.md

# Estimate parameters of mixtures of logistic regressions

This code is one applied part in the PhD thesis of [Mor-Absa Loum](https://fr.linkedin.com/in/mor-absa-loum-3372aa73)

## Description

Mixture of lOgistic Regressions Parameters (H)Estimation with (U)Spectral methods.
The main methods take d-dimensional inputs + a vector of binary outputs, and return
parameters according to the GLMs mixture model (please see the package vignette).

NOTE: greek unicode letters are used in the code, because it's much nicer to write λ, β
and Σ than lambda, beta and Sigma - and also more importantly because it works well :)
...However CRAN demands ASCII files - therefore the presence of to-cran.sh script.

Warning: tests won't run well on the non-UTF8 package. Run ./to-cran.sh and
then inside pkg-cran call devtools::test().

## Example

Install the package, then ?multiRun is a possible starting point.
Commit	Line	Data
	1	# Estimate parameters of mixtures of logistic regressions
	2
	3	This code is one applied part in the PhD thesis of [Mor-Absa Loum](https://fr.linkedin.com/in/mor-absa-loum-3372aa73)
	4
	5	## Description
	6
	7	Mixture of lOgistic Regressions Parameters (H)Estimation with (U)Spectral methods.
	8	The main methods take d-dimensional inputs + a vector of binary outputs, and return
	9	parameters according to the GLMs mixture model (please see the package vignette).
	10
	11	NOTE: greek unicode letters are used in the code, because it's much nicer to write λ, β
	12	and Σ than lambda, beta and Sigma - and also more importantly because it works well :)
	13	...However CRAN demands ASCII files - therefore the presence of to-cran.sh script.
	14
	15	Warning: tests won't run well on the non-UTF8 package. Run ./to-cran.sh and
	16	then inside pkg-cran call devtools::test().
	17
	18	## Example
	19
	20	Install the package, then ?multiRun is a possible starting point.