Ridge estimation of network models from time‐course omics data

DOI10.1002/BIMJ.201700195zbMath1419.62410OpenAlexW2888296496WikidataQ57167918 ScholiaQ57167918MaRDI QIDQ4967105

Wessel N. van Wieringen, Viktorian Miok, Saskia M. Wilting

Publication date: 2 July 2019

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201700195

zbMATH Keywords

mutual informationmaximum likelihoodtime series analysiscervical cancerconstrained estimationvector autoregressive processpath analysispenalized estimation

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Uses Software

• R
• ragt2ridges

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