Communications for Statistical Applications and Methods

  • 제2권2호
  • /
  • Pages.243-248
  • /
  • 1995
  • /
  • 2287-7843(pISSN)
  • /
  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
권호 표지

Optimal Designs for Multivariate Nonparametric Kernel Regression with Binary Data

  • 발행 : 1995.12.01
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초록

The problem of optimal design for a nonparametric regression with binary data is considered. The aim of the statistical analysis is the estimation of a quantal response surface in two dimensions. Bias, variance and IMSE of kernel estimates are derived. The optimal design density with respect to asymptotic IMSE is constructed.

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참고문헌

  1. Statistics and Probability Letters v.2 Optimal Designs for Nonparametric Kernel Regression Muller,H.
  2. Journal of American Statistical Association v.83 Kernel and Probit Estimates in Quantal Bioassay Muller,H.;Schmidt,T.
  3. Ph.D.dissertation Sequential Design for Nonparametric Regression with Binary Data Park,D.