ABSTRACT
This chapter presents common distributions widely used in data analysis and modeling. Fully understanding these distributions is key to understanding the underlying assumptions about the distributions of data. The next chapter will discuss various aspects of matrix theory, which is a convenient vehicle to formulate many of these types of problems.
