IEEE

Research and Prediction Based on Multiple Linear Regression and Machine Learning

Abstract: In this paper, a multivariate linear regression model is built for prediction based on SBPE Dataset by drawing heat maps to select relevant features. All 80% of the data is used as a ...

Pan American Silver: Finding Value In An Already Hot Market

Pan American Silver Corp. is well-positioned to benefit from sustained high gold and silver prices. Read more on the bullish ...
BMJ Open

Socioeconomic inequalities in healthcare access among patients with type 2 diabetes in Iran: a cross-sectional study

Objective Socioeconomic inequalities significantly impact access to healthcare services for individuals with type 2 diabetes mellitus (T2DM). This study investigates these inequalities in Iran, ...
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
Heart

Sex differences in the prevalence and risk factors for aortic valve calcification in the general population

Background Aortic valve calcification (AVC) is a disease process driven by inflammation and lipid infiltration, serving as a ...
Tobacco Control

Cigarette sharing and its association with smoking cessation in China, 2022: findings from the China national adult tobacco survey

Background Cigarette sharing has not been assessed at the provincial level or analysed the degree of its association with smoking cessation in China. Such analysis would provide critical intelligence ...
BMJ Open

Participatory development of an evaluation and data model for teleconsultations in long-term care: study protocol based on the MRC framework

Introduction Demographic change is resulting in a growing number of individuals requiring nursing care, while the ...
Occupational and Environmental Medicine (OEM)

Atopy, asthma symptoms and eosinophilic airway inflammation in British woodworkers

Objectives Despite reducing exposures to wood dust, woodworkers remain at increased risk of asthma. There have been no recent studies of wood dust exposure, respiratory symptoms or asthma in British ...
Scientific Research Publishing

Aiken, L. S., West, S. G., & Reno, R. R. (1991). Multiple Regression: Testing and Interpreting Interactions. Sage Publications, Inc.

ABSTRACT: As interactions between companies in the same industry chain become more interconnected, customers have become a key factor impacting company strategy and operations. Along the same lines, ...
Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...
techtimes

The Role of Assumptions in Statistical Model Selection

Abstract: Assumptions play a pivotal role in the selection and efficacy of statistical models, as unmet assumptions can lead to flawed conclusions and impact decision-making. In both traditional ...
IEEE

Cardiovascular Machine Learning: Interpreting Maximum Heart Rate Values from Patient Biometrics Using Linear Regression and Random Forest Models

Abstract: Leveraging machine learning, this study analyzes and interprets patient biometrics to predict heart rates and identify disease trends. Currently, machine learning is limited in its abilities ...