3.1 Introduction

In this chapter we will see some statistical techniques that are used for analyzing data, in particular for genomics data. We will have a look at the descriptive statistics and more common distributions. Finally, we will attempt at answering some questions, and in order to do that, we will use regression re-sampling methods.

To conclude, we will discuss about the possible approaches for best estimation and make some metrics both for regression and classification models.