Spatial auto-regressive (SAR) models are widely used in geosciences for data analysis;
their main feature is the presence of weight (W) matrices, which define the neighboring …

To investigate the stochastic characteristics of vehicle-bridge (VB) system under crosswind,
an efficient method which combines AutoRegressive Moving Average with eXogenous …

The Model-Free Prediction Principle has been successfully applied to general regression
problems, as well as problems involving stationary and locally stationary time series. In this …

Nonparametric regression suffers from curse of dimensionality, requiring a relatively large
sample size for accurate estimation beyond the univariate case. In this article, we consider a …

Recently, some specific random fields have been defined based on multivariate
distributions. This paper will show that almost all these random fields have a deficiency in …