Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
variance of the noise is constant at σₙ² = 10. As the above table and figure show as the variance of the signal increases, the Gaussian distribution becomes more similar to a uniform distribution, and ML and MAP estimates become closer to each other. For example, when the signal variance is 10