[[:start|Home]] -- [[:Research]] -- [[:Members]] -- [[:Publication]] -- [[:Honor]] -- [[:Courses]] -- [[:Services]] -- [[:News]] -- [[:Openings]] ====== EECS 965 Course Schedule ====== ===== Spring 2013 ===== ---- ==== Detailed Schedule ==== ^ Date ^ Topic ^ Assignment ^ |01/22/2013 |Lecture 1: course objective and review of probability| | |01/24/2013 |Lecture 2: review of vector space and matrix analysis| | |01/29/2013 |Lecture 3: introduction to statistical signal processing| | |01/31/2013 |Lecture 4: binary hypothesis testing| | |02/05/2013 |Lecture 5: Bayesian hypothesis testing and Neyman-Pearson hypothesis testing|Homework 1 is assigned.| |02/07/2013 |Lecture 6: minimum variance unbiased estimation| | |02/12/2013 |Lecture 7: Cramer-Rao lower bound (CRLB)|Homework 1 is due, Homework 2 is assigned.| |02/14/2013 |Lecture 8: general CRLB for singlas in white Gaussian noise| | |02/19/2013 |Lecture 9: linear models| Homework 2 is due, Homework 3 is assigned.| |02/28/2013 |Lecture 10: system identification problem| Homework 3 is due.| |03/05/2013 |Lecture 11: general minimum variance unbiased estimation| | |03/07/2013 |Lecture 12: best linear unbiased estimator (BLUE)| | |03/12/2013 |Lecture 13: maximum likelihood estimation (MLE)| | |03/14/2013 |Lecture 14: least square estimation (LSE)| | |03/26/2013 |Lecture 15: geometric intepretation, order-recursive and sequential LSE| Homework 4 is assigned.| |03/28/2013 |Lecture 16: constrained LSE and nonlinear LSE| | |04/02/2013 |Lecture 17: methods of moments| Homework 4 is due. | |04/04/2013 |Lecture 18: review of classic estimation| | |04/09/2013 |Mid-term exam.| | |04/11/2013 |Lecture 19: Bayesian estimation| |