(a) The bilateral exponential is defined by $${ \frac{1}{2}\alpha e^{-\alpha|x|} }$$. Here, $${ \alpha }$$ is the scale parameter. This distribution has an expected value of $${ 0 }$$ and a variance ...

Abstract: This paper proposes a nonparametric multivariate density forecast model based on deep learning. It not only offers the whole marginal distribution of each random variable in forecasting ...

Abstract: We propose nonparametric methods to obtain the Probability Density Function (PDF) to assess the properties of the underlying data generating process (DGP) without imposing any assumptions on ...

Bulk density (ρ b) is commonly not reported in soil survey reports due to laborious work and high costs involved in the sampling and laboratory analysis of this property. However, despite data ...