Applications to Mathematical Statistics

In this chapter we present applications of probability theory within the science of extracting information from data: mathematical statistics. We present, on a rigorous basis, the theory of statistical estimators and some of the most widely employed hypothesis tests. Finally, we briefly discuss linear regression, a mandatory topic for physicists.