I taught this two-session tutorial within the out of our minds group in the spring of 2018. It covers the basics of linear regression with hands-on activities in R. The general form of a statistical ...

Done! Feel free to modify this duplicate to your heart's content! Linear_Regression_Tutorial: A Jupyter notebook showing how to build a linear regression algorithm using gradient descent from 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 ...

Abstract: This paper presents an efficient reversible algorithm for linear regression, both with and without ridge regression. Our reversible algorithm matches the asymptotic time and space complexity ...

For example, sorting algorithms turn unordered data into data ordered by some criteria, often the numeric or alphabetical order of one or more fields in the data. Linear regression algorithms fit ...

Abstract: This article proposes an algorithm for solving multivariate regression and classification problems using piecewise linear predictors over a polyhedral partition of the feature space. 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 ...