This article is concerned with the spectral behavior of p-dimensional linear processes in the moderately high-dimensional case when both dimensionality p and sample size n tend to infinity so that p/n ...

The second is to illustrate their applications in the areas of linear regression, multi variate analysis, prediction theory, and time series. Of particular interest is a general definition of inverse ...

APPM 3310 - Matrix Methods and Applications APPM 3310 - Matrix Methods and Applications Introduces linear algebra and matrices with an emphasis on applications, including methods to solve systems of ...

An introduction to the theory and application of generalised linear models for the analysis of continuous, categorical and count data, and regression models for survival data.

This webinar will present new developments, covering two applications: (1) monitoring drug release from nanoparticles in biomedical applications and (2) detecting heavy metal uptake onto nanoplastics ...

A linear regression is a statistical model that attempts to show the relationship between two variables with a linear equation. A regression analysis involves graphing a line over a set of data ...