• Title of article

    Simultaneous confidence band for the difference of segmented linear models

  • Author/Authors

    Yothers، نويسنده , , Greg and Sampson، نويسنده , , Allan R.، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2011
  • Pages
    10
  • From page
    1059
  • To page
    1068
  • Abstract
    Consider comparing between two treatments a response variable, whose expectation depends on the value of a continuous covariate in some nonlinear fashion. We fit separate segmented linear models to each treatment to approximate the nonlinear relationship. For this setting, we provide a simultaneous confidence band for the difference between treatments of the expected value functions. The treatments are said to differ significantly on intervals of the covariate where the simultaneous confidence band does not contain zero. We consider segmented linear models where the locations of the changepoints are both known and unknown. The band is obtained from asymptotic results.
  • Keywords
    Treatment comparison , subset selection , Segmented linear model , Asymptotic simultaneous confidence band
  • Journal title
    Journal of Statistical Planning and Inference
  • Serial Year
    2011
  • Journal title
    Journal of Statistical Planning and Inference
  • Record number

    2221216