Browsing by Subject "Nonparametric function estimation"

Now showing items 1-2 of 2

    • Article  

      Adaptive bandwidth choice 

      Politis, Dimitris Nicolas (2003)
      In this paper, we consider the problem of bandwidth choice in the parallel settings of nonparametric kernel smoothed spectra] density and probability density estimation. We propose a new class of 'plug-in' type bandwidth ...
    • Conference Object  

      Bootstrap confidence intervals in nonparametric regression without an additive model 

      Politis, Dimitris Nicolas (Springer New York LLC, 2014)
      The problem of confidence interval construction in nonparametric regression via the bootstrap is revisited. When an additive model holds true, the usual residual bootstrap is available but it often leads to confidence ...