IEEE

Variable Selection in High-Dimensional Logistic Regression Models Using a Whitening Approach

Abstract: In bioinformatics, the rapid development of sequencing technology has enabled us to collect an increasing amount of omics data. Classification based on omics data is one of the central ...
IEEE

Identification of Continuous-Time Linear Parameter Varying Systems With Noisy Scheduling Variable Using Local Regression

Abstract: Some nonlinear systems can be represented through linear parameter varying models. In this work, we address the estimation of continuous-time linear ...
Healthline

What Is Regression in Autism?

Autistic regression refers to a loss of previously acquired skills or a backtracking of developmental milestones. In young children, it may represent autism onset. In older children and adults, it may ...
Scientific Research Publishing

An Adaptive Sequential Replacement Method for Variable Selection in Linear Regression Analysis ()

Jixiang Wu *, Johnie N. Jenkins, Jack C. McCarty Jr. Genetics and Sustainable Agriculture Research Unit, USDA-ARS, Mississippi State, USA. With the rapid development of DNA technologies, high ...
Frontiers

Comparative efficacy of three Bayesian variable selection methods in the context of weight loss in obese women

The use of high-dimensional data has expanded in many fields, including in clinical research, thus making variable selection methods increasingly important compared to traditional statistical ...
GitHub

This was the final project for the Machine Learning course.

This is a work in progress. The "First-version" folder consists of the project which was handed in for the class. The "Final-version" is the final version which I intend to reach; however, there is ...
GitHub

HPGEEs (Simultaneous homogeneity pursuit and variable selection in regression models for multivariate abundance data)

There are currently three directories in this repository: code, which contains R scripts implementing the proposed HPGEE method along with other scripts for simulating multivariate abundance data and ...
C&EN

Pursuit of the Ultimate Regression Model for Samarium(III), Europium(III), and LiCl Using Laser-Induced Fluorescence, Design of Experiments, and a Genetic Algorithm for Feature ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Laser-induced fluorescence spectroscopy, Raman scattering, and partial least squares ...