Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
the parameter). The maximum value of the posterior occurs when the exponent is minimized. Differentiating respect to x and set it to zero will result in the following: Interpretation: The MAP estimate of x is linearly proportional to the received signal y. If the variance of signal is infinity