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ClusPred (version 1.1.0)

Simultaneous Semi-Parametric Estimation of Clustering and Regression

Description

Parameter estimation of regression models with fixed group effects, when the group variable is missing while group-related variables are available. Parametric and semi-parametric approaches described in Marbac et al. (2020) are implemented.

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Version

Install

install.packages('ClusPred')

Monthly Downloads

211

Version

1.1.0

License

GPL (>= 2)

Maintainer

Matthieu Marbac

Last Published

December 2nd, 2021

Functions in ClusPred (1.1.0)

cluspred

Function used for clustering and fitting the regression model
ClusPred-package

ClusPred.
simdata

Simulated data
predictboth

Prediction (clustering and target variable)