effect is dismissed. If the importance of direction is dismissed or understated, an estimation result would be biased and … proposes a local anisotropic spatiotemporal approach to improve estimation performance. The methodololgy is illustrated by … proposed three-dimensional anisotropic modeling technique can reduce both in-sample estimation and out-of-sample forecast …