Sequential estimation of the mean logistic response function

Citation
Z. Govindarajulu et A. Nanthakumar, Sequential estimation of the mean logistic response function, STATISTICS, 33(4), 2000, pp. 309-332
Citations number
24
Categorie Soggetti
Mathematics
Journal title
STATISTICS
ISSN journal
02331888 → ACNP
Volume
33
Issue
4
Year of publication
2000
Pages
309 - 332
Database
ISI
SICI code
0233-1888(2000)33:4<309:SEOTML>2.0.ZU;2-4
Abstract
In this paper we show that the maximum likelihood estimators of LD50 and th e scale parameter in the logistic case are equivalent to the Spearman-Karbe r type of estimators, when the subsample sizes at each dose level are equal . We derive a simple expression for the asymptotic variance-covariance matr ix of the estimators. We also obtain correction terms to the bias and the v ariance of the Spearman-Karber estimator of LD50. Using these we construct sequential fixed-width and risk-efficient procedures for LD50. Numerical ca lculations show that these procedures are simple to carry out and stop at f ewer dose levels than those proposed earlier by Nanthakumar and Govindaraju lu (1994, 1999).