Revision as of 19:58, 5 May 2014 by Zhaoz (Talk | contribs)


Expected Value of MLE estimate over standard deviation and expected deviation

A slecture by ECE student Zhenpeng Zhao

Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.




1. Motivation

  • Most likely converge as number of number of training sample increase.
  • Simpler than alternate methods such as Bayesian technique.



2. Motivation

  • Statistical Density Theory Context
    • Given c classes + some knowledge about features $x \in \mathbb{R}^n$ (or some other space)


Zhenpeng Selecture 1.png Zhenpeng Selecture 2.png Zhenpeng Selecture 3.png Zhenpeng Selecture 4.png Zhenpeng Selecture 5.png



(create a question page and put a link below)

Questions and comments

If you have any questions, comments, etc. please post them on https://kiwi.ecn.purdue.edu/rhea/index.php/ECE662Selecture_ZHenpengMLE_Ques.


Back to ECE662, Spring 2014

Alumni Liaison

Correspondence Chess Grandmaster and Purdue Alumni

Prof. Dan Fleetwood