Allen, Genevera I.; Grosenick, Logan; Taylor, Jonathan - In: Journal of the American Statistical Association 109 (2014) 505, pp. 145-159
Variables in many big-data settings are structured, arising, for example, from measurements on a regular grid as in imaging and time series or from spatial-temporal measurements as in climate studies. Classical multivariate techniques ignore these structural relationships often resulting in poor...