This article presents a complete demo program for logistic regression, using batch stochastic gradient descent training with weight decay. Compared to other binary classification techniques, logistic ...

Study objective: In social epidemiology, it is easy to compute and interpret measures of variation in multilevel linear regression, but technical difficulties exist in the case of logistic regression.

This is a preview. Log in through your library . Abstract This paper discusses recovery of information regarding logistic regression parameters in cases when maximum likelihood estimates of some ...