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stat.ME2021
Mixed Effects Envelope Models
Yuyang Shi, Linquan Ma, Lan Liu
When multiple measures are collected repeatedly over time, redundancy typically exists among responses. The envelope method was recently proposed to reduce the dimension of respons…
stat.ME2021
Envelopes for multivariate linear regression with linearly constrained coefficients
Dennis Cook, Liliana Forzani, Lan Liu
A constrained multivariate linear model is a multivariate linear model with the columns of its coefficient matrix constrained to lie in a known subspace. This class of models inclu…