Vector time series data are widely met in practice. In this paper we propose a multivariate functional-coefficient regression model with heteroscedasticity for modelling such data. A local linear ...

The paper considers statistical inference for the explained variance βTΣβ under the high dimensional linear model Y = X β + ϵ in the semisupervised setting, where β is the regression vector and Σ is ...