Wenjiang Fu, Constrained Estimators and Consistency of a Regression Model on a Lexis Diagram, Journal of the American Statistical Association, Vol. 111, No. 513 (March 2016), pp. 180-199 ...

Note that the common "logistic regression" machine learning technique is actually a binary classification system in spite of its name. Arguably the most powerful regression technique is a neural ...

We consider a generalized regression estimator formulated under a model-assisted framework, in which a regression model is used for the available covariates, and the estimator retains the basic design ...