Single nucleotide polymorphism (SNP) interaction plays a critical role for complex diseases. The primary limitation of logistic regressions (LR) in testing SNP–SNP interactions is that coefficient ...

Objective: Enteral feeding after intestinal atresia has always been a concern for clinicians. But the present studies mainly focused on single factors. This research aimed to comprehensively analyze ...

The mean and variance of all 4 independent variables, X1, X2, X3, X4, and, X5, and of the dependent variable Y are calculated. Their histograms are also plotted to check if they follow normal ...

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets ...

Want to understand how multivariate linear regression really works under the hood? In this video, we build it from scratch in C++—no machine learning libraries, just raw code and linear algebra. Ideal ...

1 Department of Radiology, University of California at San Diego, La Jolla, CA, USA 2 Department of Molecular and Experimental Medicine, The Scripps Translational Science Institute, The Scripps ...

Abstract: We present a generic extension of variational mode decomposition (VMD) algorithm to multivariate or multichannel data. The proposed method utilizes a model for multivariate modulated ...