Machine Learning, Signal Processing, Bayesian Statistics, Editors Pick, Getting Started.
maximum likelihood estimation, the best estimate for the transmitted signal is the received noisy signal. MAP Estimation: First, we need to construct the posterior distribution by multiplying the likelihood and prior together (Remember, the denominator is not important since it is not a function of