The material in this chapter has not been part of the traditional focus of experimentalists. It is included here because, with continuing improvement in the power and accessibility of computers for data analysis, these tools have growing involvement in the analysis and interpretation of data and in the fitting of theoretical models and concepts to data. The methods are valuable in the many cases where analytical solution is not possible or feasible.