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Refers generally to statistical procedures that utilize the logistic function, most commonly various forms of logistic regression
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Logistic regression: forcing linearity (automated feature creation)
First, in logistic regression it's not the probability $p=P(y=1)$ that is modelled as a linear function of the coefficients, but the logit $\log\left(\frac{p}{1-p}\right)$. … Applied logistic regression, 2013, 4.3.3, and implemented in R package mfp. …