• Title of article

    Moment bounds for mixing random variables useful in nonparametric function estimation

  • Author/Authors

    Cox، نويسنده , , Dennis D and Kim، نويسنده , , Tae Yoon، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 1995
  • Pages
    8
  • From page
    151
  • To page
    158
  • Abstract
    Bounds for even moments of sums of strong mixing random variables are given which extend existing bounds. The method of proof uses simple facts about strong mixing random variables and combinatorial methods. The bound is particularly useful for triangular arrays with entries decreasing in size. To illustrate this, applications are being discussed to nonparametric kernel estimation with dependent observations.
  • Keywords
    Strong mixing processes , Moment bounds , Nonparametric kernel estimation
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    1995
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1575653