Learn how to detect outliers, how they impact your regression coefficients, and how to trim or winsorize them. Compare the pros and cons of each method.

Early diagnosis of heart defects are very important for medical treatment. In this paper, we propose an automatic method to segment heart sounds, which applies classification and regression trees. The ...

Department of Mathematics, Statistics and Actuarial Science, Faculty of Health, Natural Resources and Applied Sciences, Namibia University of Science and Technology, Windhoek, Namibia. Food insecurity ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

Introduction The number of persons with chronic kidney disease (CKD) living in low- and middle-income countries (LMIC) is increasing rapidly; yet systems built to care for them have received little ...

Background: Crohn’s disease (CD) is a chronic relapsing inflammatory bowel disorder. Both biological and psychosocial factors may modulate the illness experience. Aim: The aim of this study was to ...

Zebrafish model for an ultra-rare genetic disease reveals two promising drug candidates by Jeff Hansen, University of Alabama at Birmingham edited by Stephanie Baum , reviewed by Robert Egan ...

They now are studying the VMA21 mutation in a mammalian model, the mouse, to further push research toward a possible clinical treatment. “We have established the first preclinical animal model of XMEA, ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

Alzheimer's disease (AD) is an incurable neurodegenerative disorder characterized by progressive cognitive and functional decline. Consequently, early diagnosis and accurate prediction of disease ...