LeastSquares.EXE is a Visual Basic executable file that computes Ordinary Least Squares and Total Least Squares regression. To run it, simply double-click and follow instructions. The DATA SETS folder contains the data for the examples and illustrations in paper "Contrasting Total Least Squares with Ordinary Least Squares Part II: Examples and Comparisons". TO RUN the Least Squares program, simply click on the LeastSquares.EXE file. You will be asked to find a data set with entries separated by spaces. For example, if the data points are (3,5), (4.2, 5.6) and (2.3,4.7), the txt file could be: 3 5 4.2 5.6 2.3 4.7 For clarification on format, see included data sets.