Random noise and i.i.d's

51 Views Asked by At

In a book it is written that the quantity $\epsilon(\theta)$, called random noise, can be assumed to be i.i.d's when it does not depend on $\theta$. When it depends on $\theta$ it is said that the i.i.d assumption can't be made now. What is the meaning of it ?