JSTOR Daily

Preliminary-Test Estimation of the Error Variance in Linear Regression

We derive exact finite-sample expressions for the biases and risks of several common pretest estimators of the scale parameter in the linear regression model. These estimators are associated with ...
JSTOR Daily

THE INTEGRATED MEAN SQUARED ERROR OF SERIES REGRESSION AND A ROSENTHAL HILBERT-SPACE INEQUALITY

This is a preview. Log in through your library . Abstract This paper develops uniform approximations for the integrated mean squared error (IMSE) of nonparametric ...
GitHub

Zapgeek/ML-4-SGD-Regressor-for-Multivariate-Linear-Regression

To write a program to predict the price of the house and number of occupants in the house with SGD regressor. /* Program to implement the multivariate linear regression model for predicting the price ...
IEEE

A Comparative Study of Machine Learning Algorithms for Water Quality Prediction Using SHAP-based Explainability

Abstract: Accurate and interpretable water quality prediction is crucial for environmental monitoring and public health. This study evaluates six machine learning models—Random Forest, Long Short-Term ...
IEEE

Sivakumar O. Pichappan

Atmospheric Administration,CO2 Equivalents,Calendar Year,Characteristic Coefficient,Climatological,Dependent Variable,Global Warming,Greenhouse Gas,Lifespan,Linear ...