A probability distribution is called a degenerate distribution if it is 1 at a point, 0 elsewhere.

A distribution is also degenerate if:

f(x)=\begin{cases} 1 & x=\theta \ 0, & \text{others} \end{cases}

2. $$ F(x) = \begin{cases} 0, & x<\theta \\ 1, & x\geq \theta \end{cases}