Fix constructionModelesLassoMLE: phiInit was reshaped from array to matrix. Add examp...

[valse.git] / pkg / man / valse-package.Rd

diff --git a/pkg/man/valse-package.Rd b/pkg/man/valse-package.Rd
index 534375b..377891d 100644 (file)
--- a/pkg/man/valse-package.Rd
+++ b/pkg/man/valse-package.Rd
@@ -12,14 +12,12 @@
 }
 
 \details{
-       The package devtools should be useful in development stage, since we rely on testthat for
-       unit tests, and roxygen2 for documentation. knitr is used to generate the package vignette.
-       Concerning the other suggested packages:
-       \itemize{
-               \item{parallel (generally) permits to run the bootstrap method faster.}
-       }
-
-       The three main functions are ...
+  Two methods are implemented to cluster data with finite mixture
+  regression models. Those procedures deal with high-dimensional covariates and
+  responses through a variable selection procedure based on the Lasso estimator.
+  
+  The main function is runValse(), which calls all other functions.
+  See also plot_valse() which plots the relevant parameters after a run.
 }
 
 \author{