Detection and Estimation Theory Lecture 13 Mojtaba Soltanalian- UIC msol@uic.edu http://msol.people.uic.edu Based on ECE 531 Slides- 2011 (Prof. Natasha Devroye)
Bayesian Estimation -- Summary
Bayesian Risk
From Bayesian Risk to Estimation
From Bayesian Risk to Estimation Various cost functions
From Bayesian Risk to Estimation Various cost functions
From Bayesian Risk to Estimation Various cost functions discrete case continuous case
From Bayesian Risk to Estimation Various cost functions
From Bayesian Risk to Estimation Various cost functions
From Bayesian Risk to Estimation Various cost functions
From Bayesian Risk to Estimation
From Bayesian Risk to Estimation
MMSE Estimators
MMSE Estimators
MMSE Estimators Example
Bayesian Estimation on Gaussian Priors/ Noise
Bayesian Estimation on Gaussian Priors/ Noise
Bayesian Linear Model
Bayesian Linear Model
MMSE: More Properties
Maximum a Posteriori (MAP) Estimation
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