A multivariate linear regression model with q responses as a linear function of p independent variables is considered with a p × q parameter matrix B. The least-squares or normal-theory maximum ...

Ming Yuan, Ali Ekici, Zhaosong Lu, Renato Monteiro, Dimension Reduction and Coefficient Estimation in Multivariate Linear Regression, Journal of the Royal Statistical Society. Series B (Statistical ...

This paper considers the problem of jointly decomposing a set of time series variables into cyclical and trend components, subject to sets of stochastic linear restrictions among these cyclical and ...

We estimated the rates of firearm injuries during convention dates versus control dates in a beneficiary-level multivariable linear regression of firearm injury (a binary variable) as a function ...