From a set of streptonignic dose-response data, an experimenter desires to develop a relationship between the proportions
Question:
From a set of streptonignic dose-response data, an experimenter desires to develop a relationship between the proportions of lymphoblasts sampled that contain aberrations and the dosage of streptonignic. Five dosage levels were applied to the rabbits used for the experiment. The data are See Myers, 1990, in the bibliography.
(a) Fit a logistic regression to the data set and thus estimate β0 and β1 in the model P = 1 / 1 + e- (β0 + β1x)' where n is the number of lymphoblasts, x is the dose, and p is the probability of an aberration.
(b) Show results of x2-tests revealing the significance of the regression coefficients 0o and 3.
(c) Estimate the ED50 and give interpretation.
Step by Step Answer:
Probability & Statistics For Engineers & Scientists
ISBN: 9780130415295
7th Edition
Authors: Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers, Keying