StatTools: Methodology of Logistic Regression

StatTools computes logistic regression equations using Maximum Likelihood Estimators, solved via a conjugate gradient optimization algorithm.

Jan 21, 2026
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Applies to: StatTools 7.x

What is the Methodology of Logistic Regression in StatTools?

StatTools finds the regression equation in logistic regression using Maximum Likelihood Estimators. To do this, it applies an optimization algorithm (conjugate gradient method) to solve the nonlinear equations that determine these estimators.

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methodology-of-logistic-regression

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StatTools: Methodology of Logistic Regression

StatTools: Methodology of Logistic Regression

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