For bivariate normal regression models our approach is identical to the usual procedure for combining intra- and interblock information. In general the approaches are not the same. Detailed ...

Compared with classification models, ordinal regression models are expected to be efficient in learning, leading to better prediction performance. Classification models learn decision boundaries that ...

The random forest model significantly outperformed all other models, including the logistic regression model that the entire paper focuses on, with an eventual AUC of 0.936 and an accuracy of 0.918.

Ink authentication is often complicated by tampering, aging, and chemical variability. Now, forensic scientists are turning ...

Mian Huang, Runze Li, Shaoli Wang, Nonparametric Mixture of Regression Models, Journal of the American Statistical Association, Vol. 108, No. 503 (September 2013), pp. 929-941 ...