Probit analysis is closely related to logistic regression; in fact, if you choose the logit transformation, this procedure will essentially compute a logistic regression. In general, probit analysis is appropriate for designed experiments, whereas logistic regression is more appropriate for observational studies. Probit Analysis. By: Kim Vincent. Quick Overview • Probit analysis is a type of regression used to analyze binomial response variables. • It transforms the sigmoid dose-response curve to a straight line that can then be analyzed by regression either through least squares or maximum likelihood. • Probit analysis can be conducted by one.
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