IEEE

Application of Multi Linear Regression Model for Predicting Heavy Rainfall

Abstract: Heavy rainfall prediction is crucial for various applications such as flood forecasting, water resource management, and agriculture. In this study, we propose a multi linear regression ...
Frontiers

Course evaluation modeling using multi-level regression: a case study for a Master of Business Administration

Understanding and modelling course evaluation scores in higher education programs is crucial for enhancing and improving student experience and program outputs. This study investigates the influence ...
IEEE

An Efficient Multi-Estimation-Based Parameter Centroid Decision Via Linear Regression Approach

Abstract: We propose a novel post-processing approach for the local optimization of Locally Optimized RANdom SAmple Consensus (LO-RANSAC), called the Multi-Estimation-based Parameter Centroid (MEPC) ...
Hosted on MSN

Linear regression using gradient descent explained simply

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to ...
Scientific Research Publishing

Gelman, A. and Hill, J. (2007) Data Analysis Using Regression and Multi-Level/Hierarchical Models. Cambridge University Press.

ABSTRACT: This research evaluates the effect of monetary policy rate and exchange rate on inflation across continents using both Frequentist and Bayesian Generalized Additive Mixed Models (GAMMs).
Scientific Research Publishing

Geostatistical Analysis for Magnitude Scale Conversion and Gutenberg-Richter Parameter Estimation: Insights from Regional Seismicity of Nubian-Eurasian Plate Boundary Region ()

1 Boone Pickens School of Geology, Oklahoma State University, Stillwater, OK 74078, USA. 2 Division of Environment and Earth Science, Centre for Energy Research and Development (CERD), Obafemi Awolowo ...
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, ...