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Markov Boundary Discovery with Ridge Regularized Linear Models

Ridge regularized linear models (RRLMs), such as ridge regression and the SVM, are a popular group of methods that are used in conjunction with coefficient hypothesis testing to discover explanatory variables with a significant multivariate association to a response. However, many investigators are...

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Bibliographische Detailangaben
Veröffentlicht in:J Causal Inference
Hauptverfasser: Strobl, Eric V., Visweswaran, Shyam
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4861166/
https://ncbi.nlm.nih.gov/pubmed/27170915
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/jci-2015-0011
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