Algebraic statistical models
Piotr Zwiernik · 2015
In this chapter we define the algebraic statistical model. Our focus is on models of conditional independence and in particular on graphical models. In this context we discuss some standard notions in statistics like maximum likelihood estimation and model identifiability.