Journal De La Société Française De Statistique

Caussinus, Henri; Falguerolles, Antoine de

doi:10.1002/0471667196.ess7017

Encyclopedia of Statistical Sciences 2005

DOI: 10.1002/0471667196.ess7017

|View full text |Cite

Journal De La Société Française De Statistique

Henri Caussinus

Antoine de Falguerolles

Abstract: This article outlines the history of the Journal of the Statistical Society of Paris (1860–1998), continuing as the Journal of the French Statistical Society . Editorial policies and representative articles are presented.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2016

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 1,387 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Variable Clustering in High-Dimensional Linear Regression: The R Package clere

Yengo¹,

Jacques²,

Biernacki³

et al. 2016

The R Journal

View full text Add to dashboard Cite

Dimension reduction is one of the biggest challenges in high-dimensional regression models. We recently introduced a new methodology based on variable clustering as a means to reduce dimensionality. We present here the R package clere that implements some refinements of this methodology. An overview of the package functionalities as well as examples to run an analysis are described. Numerical experiments on real data were performed to illustrate the good predictive performance of our parsimonious method compared to standard dimension reduction approaches.

show abstract

Variable Clustering in High-Dimensional Linear Regression: The R Package clere

Yengo¹,

Jacques²,

Biernacki³

et al. 2016

The R Journal

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

hi@scite.ai

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Journal De La Société Française De Statistique

Abstract: This article outlines the history of the Journal of the Statistical Society of Paris (1860–1998), continuing as the Journal of the French Statistical Society . Editorial policies and representative articles are presented.

Cited by 1 publication

References 1,387 publications

Variable Clustering in High-Dimensional Linear Regression: The R Package clere

Variable Clustering in High-Dimensional Linear Regression: The R Package clere

Contact Info

Product

Resources

About