Statistics, Bayesian Statistics, Optimization And Ml, Machine Learning, Programming.
Likelihood function for the standard deviation of normally distributed data with zero mean, n=10, and different values of y^⊤y. As we can see from the figure, as y^⊤y is increased the shape of the likelihood function changes: it becomes less peaked and more spread out. Observe that we can rewrite