Linear Least Squares If you have a set of data points xi, and yi, each with errors sigma-i, which you believe should fit a straight line with a nonzero x intercept and a nonzero slope then you can get ...

Nelder and Wedderburn's method for maximum likelihood estimation of the parameters in an exponential family of regression models is extended to a more general type of model. Examples are given of the ...