Sequential design for response curve estimation

Dongryeon Park, Julian J. Faraway

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

The problem of sequential design for a nonparametric regression with binary data is considered. The aim of the statistical analysis is the estimation of a quantal response curve p. An adaptive method is developed that proposes the location of the next best design point on the basis of past observations. The behavior of this estimator is discussed and its small sample properties are investigated using a simulation study.

Original languageEnglish
Pages (from-to)155-164
Number of pages10
JournalJournal of Nonparametric Statistics
Volume9
Issue number2
DOIs
Publication statusPublished - 1 Jan 1998

Keywords

  • Dose-response curve
  • Nonparametric regression
  • Van der Corput sequence

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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