Description and examples of linear regression/multiple linear regression implementation in MATLAB, Python, and R. I used the same data set (Linear_regression_data.txt) across MATLAB, Python, and R to ...

This page works through an example of fitting a logistic model with the iteratively-reweighted least squares (IRLS) algorithm. If you'd like to examine the algorithm in more detail, here is Matlab ...

Students using this book will actually see and write programs for solving linear algebraic problems. Highly readable FORTRAN and MATLAB codes are presented which solve all of the main problems studied ...