IEEE

Pet Industry Analysis Based on Multiple Linear Regression and ARIMA Models

This paper systematically analyzes the market dynamics of the pet industry in China and globally based on multiple linear regression and ARIMA models. First, for the Chinese market, this paper ...
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Linear regression is the most fundamental machine learning technique to create a model that predicts a single numeric value. One of the three most common techniques to train a linear regression model ...
Visual Studio Magazine

Quadratic Regression with SGD Training Using C#

Quadratic regression extends linear regression by adding squared terms and pairwise interaction terms, enabling the model to capture non-linear structure and predictor interactions. The article ...
IEEE

A Dual Electrode Mixed Potential SO₂ Sensor With Humidity Self-Correction Function Utilizing Multiple Linear Regression Model

Abstract: Gas sensors have been widely used for environmental gas monitoring in many fields. However, the change of ambient humidity will cause deviation in gas concentration measurement. Moreover, ...