Model Selection and Multimodel Inference Made Easy

person("Vincent", "Calcagno", email = "vincent.calcagno@inrae.fr",role = c("aut", "cre"))

Variable Selection Deviation (VSD) Measures and Instability
Tests for High-dimensional Generalized Linear Models
Ying Nan <nanx0006@gmail.com>, Yi Yang <yiyang@umn.edu>, Yuhong Yang <yyang@stat.umn.edu>
Variable selection deviation measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.

Variable Selection Deviation Measures and Instability Tests for
High-Dimensional Generalized Linear Models
Variable selection deviation (VSD) measures and instability tests for high-dimensional model selection methods such as LASSO, SCAD and MCP, etc., to decide whether the sparse patterns identified by those methods are reliable.

Ying Nan <nanx0006@gmail.com>, Yi Yang <yiyang@umn.edu>, Yuhong Yang <yyang@stat.umn.edu>, Chenglong Ye <yexxx323@umn.edu>

Ying Nan <nanx0006@gmail.com>, Yanjia Yu <yuxxx748@umn.edu>, Yuhong Yang <yyang@stat.umn.edu>, Yi Yang <yi.yang6@mcgill.ca>

Ying Nan <nanx0006@gmail.com>, Yanjia Yu <yuxxx748@umn.edu>, Yi Yang <yi.yang6@mcgill.ca>, Yuhong Yang <yyang@stat.umn.edu>
stats, MASS, glmnet, ncvreg, brglm, parallel

c(person(given = "Achim", family = "Zeileis", role = c("aut", "cre"), email = "Achim.Zeileis@R-project.org"),
person(given = "Roger", family = "Koenker", role = "aut"),
person(given = "Philipp", family = "Doebler", role = "aut"))
Extended techniques for generalized linear models (GLMs), especially for binary responses,
including parametric links and heteroskedastic latent variables.
Achim Zeileis [aut, cre],
Roger Koenker [aut],
Philipp Doebler [aut]

c(person(given = "Achim", family = "Zeileis", role = c("aut", "cre"), email = "Achim.Zeileis@R-project.org",
comment = c(ORCID = "0000-0003-0918-3766")),
person(given = "Roger", family = "Koenker", role = "aut"),
person(given = "Philipp", family = "Doebler", role = "aut",
comment = c(ORCID = "0000-0002-2946-8526")))
Extended techniques for generalized linear models (GLMs), especially for binary responses,
including parametric links and heteroscedastic latent variables.
Achim Zeileis [aut, cre] (<https://orcid.org/0000-0003-0918-3766>),
Roger Koenker [aut],
Philipp Doebler [aut] (<https://orcid.org/0000-0002-2946-8526>)