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The Ingots2.jmp sample data table includes the numbers of ingots tested for readiness after different treatments of heating and soaking times. The response variable, NReady, is binomial, depending on the number of ingots tested (Ntotal) and the heating and soaking times. Maximum likelihood estimates for parameters from a probit model with binomial errors are obtained using:
Normal Distribution(b0+b1*Heat+b2*Soak)
The argument to the Normal Distribution function is a linear model of the treatments.
-(Nready*Log(p) + (Ntotal - Nready)*Log(1 - p))
1.
Select Help > Sample Data Library and open Ingots2.jmp.
2.
Select Analyze > Specialized Modeling > Nonlinear.
3.
Assign P to the X, Predictor Formula role,
4.
Assign Loss to the Loss role.
5.
Select the Numeric Derivatives Only option.
6.
7.
Figure 13.14 Solution for the Ingots2 Data

Help created on 3/19/2020