The application of Pearson and Spearman linear regression to seventeen physicochemical parameters (SPSS V.12) resulted in no correlations between iron and fourteen parameters, indicating no common ...

Random matrix theory has a long history, beginning in the first instance in multivariate statistics. It was used by Wigner to supply explanations for the important regularity features of the ...

To achieve this goal, we develop a multivariate regression model of climate change, in which the change in a climate variable is represented by a linear combination of its sensitivity to CO2 forcing, ...

Abstract: In this paper, we consider a generalized multivariate regression problem where the responses are monotonic functions of linear transformations of predictors. We propose a semi-parametric ...

Picking the right artificial intelligence and machine learning book depends on your current knowledge and what you want to ...

Implement over-sampling for imbalanced data to improve the quality of predictive modeling (i.e., generalizability). Apply regularization and cross-validation techniques for model evaluation, selection ...

However, it seems that none of the departments of statistics, engineering, economics and mathematics in the academic institutions throughout the world offer courses dealing with dependence concepts ...

This chapter presents techniques and ideas behind the following concepts, generating synthetic and augmented data, Green ML, symbolic regression, mapping functions, ensembles and AutoML. Symbolic ...

The MultiHazard R package provides tools for stationary multivariate statistical modeling such as of the joint distribution of MULTIple co-occurring HAZARDs.

With regard to the reporting of statistics on book sales and on the international trade of books, the following classification for the different types of books should be used: Fiction School textbooks ...

*Note: Some websites and religiouspublishers use very short abbreviations, consisting of only 1 or 2 letters,which sometimes causes confusion. For example: ...