A penalized likelihood method for classification with matrix-valued predictors

Aaron J. Molstad, Adam J. Rothman

We propose a penalized likelihood method to fit the linear discriminant analysis model when the predictor is matrix valued. We simultaneously estimate the means and the precision m…