• Title of article

    Asymptotics for generalized estimating equations with large cluster sizes

  • Author/Authors

    Xie، Minge نويسنده , , Yang، Yaning نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2003
  • Pages
    -30
  • From page
    31
  • To page
    0
  • Abstract
    Model selection using a penalized data-splitting device is studied in the context of nonparametric regression. Finite sample bounds under mild conditions are obtained. The resulting estimates are adaptive for large classes of functions.
  • Keywords
    Generalized estimation equations (GEE) , Longitudinal data , cluster correlated observations , infinite cluster sizes
  • Journal title
    Annals of Statistics
  • Serial Year
    2003
  • Journal title
    Annals of Statistics
  • Record number

    74505

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=74505