IEEE

Bayesian source separation of linear-quadratic and linear mixtures through a MCMC method

Abstract: In this work, we deal with source separation of linear - quad-ratic (LQ) and linear mixtures. By relying on a Bayesian approach, the developed method allows one to take into account prior ...
technologynetworks

Linear Regression

Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...
BMJ

Dealing with continuous variables and modelling non-linear associations in healthcare data: practical guide

Proper handling of continuous variables is crucial in healthcare research, for example, within regression modelling for descriptive, explanatory, or predictive purposes. However, inadequate methods ...
IEEE

Virtues and vices of source separation using linear independent component analysis for blind source separation of non-linearly coupled and synchronised fetal and mother ECGs

Abstract: In this paper, we address the imminent problem which arises when researchers unjudiciously use a linear and instantaneous (memoryless) model for the source mixing structures of independent ...