19.4 Lagrange Multiplier (Score)

\[ t_S= \frac{S(\theta_0)^2}{I(\theta_0)} \sim \chi^2_v \]

where v is the degree of freedom.

Compare the slope of the log-likelihood of the sample estimate in relation to the slope of the log-likelihood of the hypothesized population parameter