Novel variable influence on projection (VIP) methods in OPLS, O2PLS, and OnPLS models for single- and multi-block variable selection : VIPOPLS, VIPO2PLS, and MB-VIOP methods
Multivariate and multiblock data analysis involves useful methodologies for analyzing large data sets in chemistry, biology, psychology, economics, sensory science, and industrial processes; among these methodologies, partial least squares (PLS) and orthogonal projections to latent structures (OPLS®...
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| Format: | Doctoral Thesis |
| Language: | English |
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Umeå universitet, Kemiska institutionen
2017
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| Online Access: | http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-130579 http://nbn-resolving.de/urn:isbn:978-91-7601-620-6 |