Journal
SCIENCE SIGNALING
Volume 6, Issue 271, Pages -Publisher
AMER ASSOC ADVANCEMENT SCIENCE
DOI: 10.1126/scisignal.2003849
Keywords
PLSR; multivariate analysis; systems biology; computational biology; cancer therapy
Categories
Funding
- NSF [CBET-0951613]
- Div Of Chem, Bioeng, Env, & Transp Sys
- Directorate For Engineering [0951613] Funding Source: National Science Foundation
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This Teaching Resource provides lecture notes, slides, and a problem set for a lecture introducing the mathematical concepts and interpretation of partial least squares regression (PLSR) that were part of a course entitled Systems Biology: Mammalian Signaling Networks. PLSR is a multivariate regression technique commonly applied to analyze relationships between signaling or transcriptional data and cellular behavior.
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