An introduction to the practical treatment of inverse problems using numerical methods for graduate students, including examples and exercises.[...]
As one of the classical statistical regression techniques, and often the first to be taught to new students, least squares fitting can be a very effective tool in data analysis. Given measured data, we establish a relationship between independent and dependent variables so that we can use the data p[...]