Maximum Likelihood Estimation: Finding the Optimal Fit

Confusing the likelihood function with a probability distribution of

\theta

. The likelihood function is a function of

\theta

for *fixed* data, not the probability of

\theta

itself.

Institutional Reference: Statistical Inference I