2 papers
stat.ME2022
Multivariate distance matrix regression for a manifold-valued response variable
Matt Ryan, Gary Glonek, Melissa Humphries +1
In this paper, we propose the use of geodesic distances in conjunction with multivariate distance matrix regression, called geometric-MDMR, as a powerful first step analysis method…
astro-ph.IM2016
Comparison of three Statistical Classification Techniques for Maser Identification
Ellen M. Manning, Barbara R. Holland, Simon P. Ellingsen +3
We applied three statistical classification techniques - linear discriminant analysis (LDA), logistic regression and random forests - to three astronomical datasets associated with…