CSU Home
    • Login
    View Item 
    •   Mountain Scholar Home
    • Colorado State University, Fort Collins
    • CSU Theses and Dissertations
    • 2000-2019 - CSU Theses and Dissertations
    • View Item
    •   Mountain Scholar Home
    • Colorado State University, Fort Collins
    • CSU Theses and Dissertations
    • 2000-2019 - CSU Theses and Dissertations
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Understanding extreme behavior by optimizing tail dependence with application to ground level ozone via data mining and spatial modeling

    Thumbnail
    Citable Link(s)
    http://hdl.handle.net/10217/167102
    Download/View
    Russell_colostate_0053A_13071.pdf (6.367Mb)
    View full record
    Altmetrics
    Abstract
    This dissertation presents novel work in statistical methods for extremes. Our underlying modeling procedure identifies the linear combination of covariates that is associated with extreme values of a response variable, and is based on the framework of bivariate regular variation. We propose a data mining strategy that is suitable for an analysis of ground level ozone, and spatially model the primary drivers of extreme ozone over a large study region. In this dissertation, we first review statistical methods for univariate and multivariate extremes. We then discuss tail dependence parameters ...
    (For more, see "View full record.")
    Author(s)
    Russell, Brook T.

    Advisor(s)
    Cooley, Daniel S.

    Date Issued
    2015
    Format
    born digital; doctoral dissertations
    Collections
    • 2000-2019 - CSU Theses and Dissertations
    • Theses and Dissertations - Department of Statistics

    DSpace software   copyright © 2002-2016   DuraSpace
    Contact Us | Send Feedback
    Registered Repository
    RE3 Certified
    HTML Sitemap  

     

    Browse

    All of Mountain ScholarCommunities & CollectionsDatesAuthorsTitlesSubjectsThis CollectionDatesAuthorsTitlesSubjects

    My Account

    LoginRegister

    Statistics

    View Usage Statistics

    DSpace software   copyright © 2002-2016   DuraSpace
    Contact Us | Send Feedback
    Registered Repository
    RE3 Certified
    HTML Sitemap