Likelihood Function

Definition

$L(\theta |\mathbf{x}):=L(\theta )={\prod }_{i=1}^{n}f(x_i|\theta )$

Log-Likelihood Function

$l(\theta ):=\ln L(\theta )={\sum }_{i=1}^n\ln f(x_i|\theta )$