beta_regression_tutorial/ ├── .github/ │ └── workflows/ │ └── <workflow-files>.yml # GitHub Actions workflows (e.g., manuscript rendering ...

The dataset “mpg” from the ggplot2 package contains fuel economy data for popular car models released between 1999 and 2008. City and highway fuel consumption in miles per gallon are given under the ...

The purpose of this tutorial is to continue our exploration of multivariate statistics by conducting a simple (one explanatory variable) linear regression analysis. We will continue to use the ...

This article presents a complete demo program for logistic regression, using batch stochastic gradient descent training with weight decay. Compared to other binary classification techniques, logistic ...

Regression analyses are performed to extract parameters from measured data, to define physical characteristics of a system. The MATLAB GUIs are available for both MATLAB 6.5 and 7.0. In addition, ...

Study objective: In social epidemiology, it is easy to compute and interpret measures of variation in multilevel linear regression, but technical difficulties exist in the case of logistic regression.

Tracie Lee, a lecturer in the College of Business and Economics, has significantly expanded educational resources for students by recording 21 new Excel tutorial videos for McGraw Hill.