Semiparametric inference for a quantile comparison function with applications to receiver operating characteristic curves Academic Article uri icon

Overview

MeSH Major

  • Antibodies, Monoclonal
  • Antineoplastic Agents
  • Protein Kinase Inhibitors
  • Receptor, Epidermal Growth Factor
  • Skin Neoplasms

abstract

  • In studies to compare two samples, more information may be available on one treatment than the other. When one population is modelled parametrically and the other nonparametrically, we study large sample properties of a semiparametric sample quantile comparison function and show that it can have substantially smaller asymptotic variance than its nonparametric counterpart, especially near the boundaries. We describe applications to both two-sample tests and receiver operating characteristic curves. © 1999 Biometrika Trust.

publication date

  • December 1999

Research

keywords

  • Academic Article

Additional Document Info

start page

  • 487

end page

  • 502

volume

  • 86

number

  • 3