These are short texts on data fitting.
The first text is about fitting data by (mostly) linear regression. Even though the chi-square method is now widely used, many neglect to evaluate the uncertainties of the parameters, so this part has been highlighted. This text discusses only marginally "evaluation of goodness of fit".
The second text is about evaluating the goodness of fit when comparing models with different number of parameters..