The Method of Least-Squares

In approximation theory, two general types of problems arise in fitting tabular data. The first one consists of finding an approximating function (perhaps a piecewise polynomial) that passes through every point in the table. The other problem consists of finding the “best” function that can be used to represent the data but does not exactly pass through every data point. This category of problems is c…