Stepwise group sparse regression (SGSR): gene-set-based pharmacogenomic predictive models with stepwise selection of functional priors.

Jang, In Sock; Dienstmann, Rodrigo; Margolin, Adam A; Guinney, Justin

Jang, In Sock; Dienstmann, Rodrigo; Margolin, Adam A; Guinney, Justin.

Affiliation

Jang IS; Sage Bionetworks, 1100 Fairview Ave. N Seattle, WA 98109, USA. in.sock.jang@sagebase.org.

Pac Symp Biocomput ; : 32-43, 2015.

Article in En | MEDLINE | ID: mdl-25592566

Subject(s)

Linear Models; Pharmacogenetics/statistics & numerical data; Algorithms; Cell Line, Tumor; Computational Biology; Databases, Genetic; Drug Screening Assays, Antitumor/statistics & numerical data; Humans; Models, Genetic; Neoplasms/drug therapy; Neoplasms/genetics

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pharmacogenetics / Linear Models Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Pac Symp Biocomput Journal subject: BIOTECNOLOGIA / INFORMATICA MEDICA Year: 2015 Type: Article Affiliation country: United States

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