Browsing by Subject "Functional data"

Now showing items 1-3 of 3

    • Functional Data Analysis and Applications on Paired Functional Data and Density Functions 
      Zhou, Huiya (2022-04-27)
      A reduced-rank mixed effects model is developed for robust modeling of paired observed func-tional data. In this model, the curves for each functional variable are summarized using a few functional principal components, ...
    • Functional data analysis: classification and regression 
      Lee, Ho-Jin (Texas A&M University, 2005-11-01)
      Functional data refer to data which consist of observed functions or curves evaluated at a finite subset of some interval. In this dissertation, we discuss statistical analysis, especially classification and regression ...
    • Infinite dimensional discrimination and classification 
      Shin, Hyejin (Texas A&M University, 2007-09-17)
      Modern data collection methods are now frequently returning observations that should be viewed as the result of digitized recording or sampling from stochastic processes rather than vectors of finite length. In spite of ...