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Three-Block Bi-Focal PLS (3BIF-PLS) and its Application in QSAR.

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F04%3A00010493" target="_blank" >RIV/00216224:14310/04:00010493 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Three-Block Bi-Focal PLS (3BIF-PLS) and its Application in QSAR.

  • Original language description

    When X and Y are multivariate the two-block partial least squares (PLS) method is often used. In this paper we outline an extension addressing a special case of the three-block (X/Y/Z) problem, where Z sits "under" Y. We call this approach 3BIF-PLS. It views the X/Y relationship as the dominant problem, and seeks to use the additional information in Z in order to improve the interpretation of the Y-part of the X/Y association. Two data sets are used to illustrate three-block bi-focal PLS (3BIF-PLS). Example I relates to single point mutants of haloalkane dehalogenase from Sphingomonas paucimobilis UT26 and their ability to transform halogenated hydrocarbons, some of which are found as organic pollutants in soil. Example II deals with soil remediation capability of bacteria. Whole bacterial communities are monitored over time using "DNA-fingerprinting" technology to see how pollution affects population composition. Since the data sets are large, hierarchical multivariate modeling is inv

  • Czech name

    Tří-bloková Bi-fokální PLS (3BIF-PLS) a její použití v QSAR

  • Czech description

    Dvoubloková PLS je často používána pokud jsou matice X a Y multirozměrné. V tomto článku popisujeme rozšíření klasické PLS o jeden blok v tzv. tří-blokové bi-fokální PLS (3BIF-PLS).

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ME%20551" target="_blank" >ME 551: Construction of dehalogening enzyms for biotechnology application</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2004

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    SAR and QSAR in Environmental Research

  • ISSN

    ISBN 1029-046

  • e-ISSN

  • Volume of the periodical

    5-6

  • Issue of the periodical within the volume

    15

  • Country of publishing house

    US - UNITED STATES

  • Number of pages

    18

  • Pages from-to

    481-499

  • UT code for WoS article

  • EID of the result in the Scopus database