Dimension Reduction and Discretization in Stochastic Problems by Regression Method

Ove Dalager Ditlevsen

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearch

    Abstract

    The chapter mainly deals with dimension reduction and field discretizations based directly on the concept of linear regression. Several examples of interesting applications in stochastic mechanics are also given.Keywords: Random fields discretization, Linear regression, Stochastic interpolation, Slepian models, Stochastic finite elements.
    Original languageEnglish
    Title of host publicationMathematical Models for Structural Reliability Analysis
    Place of PublicationBoca Raton
    PublisherCRC Press
    Publication date1996
    Pages51-138
    Publication statusPublished - 1996

    Cite this

    Ditlevsen, O. D. (1996). Dimension Reduction and Discretization in Stochastic Problems by Regression Method. In Mathematical Models for Structural Reliability Analysis (pp. 51-138). CRC Press.