Search Results for author: Aaron J. Molstad

Found 3 papers, 1 papers with code

Mixed-type multivariate response regression with covariance estimation

2 code implementations21 Jan 2021 Karl Oskar Ekvall, Aaron J. Molstad

We propose a new method for multivariate response regression and covariance estimation when elements of the response vector are of mixed types, for example some continuous and some discrete.

Methodology Computation

Estimating Multiple Precision Matrices with Cluster Fusion Regularization

no code implementations1 Mar 2020 Bradley S. Price, Aaron J. Molstad, Ben Sherwood

The framework proposed in this article allows for simultaneous estimation of the precision matrices and relationships between the precision matrices, jointly.

Clustering

A penalized likelihood method for classification with matrix-valued predictors

no code implementations23 Sep 2016 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.

Classification EEG +1

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