Work

modelSelection: High-Dimensional Model Selection

Year: 2025

Type: dataset

Abstract: Model selection and averaging for regression, generalized linear models, generalized additive models, graphical models and mixtures, focusing on Bayesian model selection and information criteria (Bayesian information criterion etc.). See Rossell (2025) <doi:10.5281/zenodo.17119597> (see the URL field below for its URL) for a hands-on book describing the methods, examples and suggested citations if you use the package.

DOI: 10.32614/cran.package.modelselection

Authors: David Rossell, Donatello Telesca, Oriol Abril, Miquel Torrens

Language: English

Topic: Statistical Methods and Inference

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

OpenAlex ID: W4414404154

Cites: 1

Cited by:

Related to: 10