602 citations · 1.2k across the 21 of their papers we have counts for
Showing 2017 · stat.MEShow all
3 papers · 2 filters
stat.ME2017★ 25 cited
Detecting Multiple Random Changepoints in Bayesian Piecewise Growth Mixture Models
Eric F Lock, Nidhi Kohli, Maitreyee Bose
Piecewise growth mixture models (PGMM) are a flexible and useful class of methods for analyzing segmented trends in individual growth trajectory over time, where the individuals co…
stat.ME2017★ 7 cited
Linked Matrix Factorization
Michael J. O'Connell, Eric F. Lock
In recent years, a number of methods have been developed for the dimension reduction and decomposition of multiple linked high-content data matrices. Typically these methods assume…
stat.ME2017★ 117 cited
Tensor-on-tensor regression
Eric F. Lock
We propose a framework for the linear prediction of a multi-way array (i.e., a tensor) from another multi-way array of arbitrary dimension, using the contracted tensor product. Thi…