The Confidence Band of $ED_{100p}$ for the Simple Logistic Regression Model

  • Cho, Tae Kyoung (Assistant Professor, Dept, of Statistics and Information Science, Dongguk University, Kyongju, 780-714) ;
  • Shin, Mi Young (Associate Professor, Dept, of Mathematics, The Catholic University of Korea, Puchon City, 420-743)
  • Published : 2001.12.01

Abstract

The $ED_{100p}$ is that value of the dose associated with 100p% response rate in the analysis of quantal response data. Brand, Pinnock, and Jackson (1973) studied the confidence bands of $ED_{100p}$ obtained by solving extremal values algebraically on the ellipsoid confidence region of the parameters in the simple logistic regression model. In this paper, we develope and illustrate a simpler method for obtaining confidence bands for $ED_{100p}$ based on the rectangular confidence region of parameters.

Keywords

References

  1. Biometrika v.49 The Asymptotic Properties of ML Estimators When Sampling From Associated Population Bradley,R.A.;Gart,J.J.
  2. The American Statistician v.27 no.4 Large Smaple Confidence Bands for the Logistic Response Curve and its Inverse Brand,R.J.;Pinnock,D.E.;Jackson,K.L.
  3. The American Statistician v.40 no.2 An Asymptotic Confidence Region for the ED From the Logistic Response Surface for a Combination of Agents Carter,W.H.Jr.;Chinchilli,V.M.;Willson,J.D.;Campbell,E.E.;Kessler,F.K.;Carchman,R.A.
  4. Biometrics v.33 Quantit analysis: a quantal assay refinement Copengaver,T.W.;Mielke,P.W.
  5. Analysis of Binary Data Cox D.R.
  6. The American Statistician v.37 no.2 A Note on Confidence Bands for the Logistic Response Curve Hauck,W.H.