4.7 Article

Model selection for inferential models with high dimensional data: synthesis and graphical representation of multiple techniques

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Multidisciplinary Sciences

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

Ana Rakita et al.

SCIENTIFIC REPORTS (2020)

Editorial Material Multidisciplinary Sciences

Repeating experiments is not enough

Marcus R. Munafo et al.

NATURE (2018)

Article Biochemical Research Methods

Controlling false discoveries in high-dimensional situations: boosting with stability selection

Benjamin Hofner et al.

BMC BIOINFORMATICS (2015)

Article Statistics & Probability

COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION

Patrick Breheny et al.

ANNALS OF APPLIED STATISTICS (2011)

Article Statistics & Probability

NEARLY UNBIASED VARIABLE SELECTION UNDER MINIMAX CONCAVE PENALTY

Cun-Hui Zhang

ANNALS OF STATISTICS (2010)

Article Computer Science, Interdisciplinary Applications

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome Friedman et al.

JOURNAL OF STATISTICAL SOFTWARE (2010)

Article Statistics & Probability

Stability selection

Nicolai Meinshausen et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2010)

Article Statistics & Probability

HIGH-DIMENSIONAL VARIABLE SELECTION

Larry Wasserman et al.

ANNALS OF STATISTICS (2009)

Article Engineering, Multidisciplinary

Selecting Explanatory Variables with the Modified Version of the Bayesian Information Criterion

Malgorzata Bogdan et al.

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL (2008)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)

Article Statistics & Probability

Nonconcave penalized likelihood with a diverging number of parameters

JQ Fan et al.

ANNALS OF STATISTICS (2004)

Article Statistics & Probability

Variable selection via nonconcave penalized likelihood and its oracle properties

JQ Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)