Linear multiplicative models are popular tools for analyzing data with positive responses. However, the linear structure of ...

Abstract: This study investigates a multi-task estimation under joint sparsity. We consider estimating multiple functions when functions of interest share common sparsity patterns. An $\ell _{2}$ ...

The ANOVA analysis of variance test is a fantastic tool when your data follows the normal distribution. Should your data fall ...

Abstract: We propose SDORE, a Semi-supervised Deep SObolev REgressor, for the nonparametric estimation of the underlying regression function and its gradient. SDORE employs deep ReQU neural networks ...

Indeed, only four properties whose data showed a normal distribution, thus justifying the use of parametric tests. However, two of them (subsidence and gravel/sand ratio) whose data did not follow a ...

The Brooklyn, New York native passed away Monday due to a short illness but is remembered by many who knew him throughout his ...

Key Points Mood’s Median Test is a non-parametric test for testing medians between multiple samples. It is an alternative to other 1-way ANOVA tests. It isn’t the most robust test for testing, but ...