Connexions

Sections
You are here: Home » Content » Basic Elements of Statistical Decision Theory and Statistical Learning Theory

About: Basic Elements of Statistical Decision Theory and Statistical Learning Theory

Module by: Robert Nowak. E-mail the author

View content

Metadata

Name: Basic Elements of Statistical Decision Theory and Statistical Learning Theory
ID: m16263
Language: English (en)
Summary: This paper reviews and contrasts the basic elements of statistical decision theory and statistical learning theory. It is not intended to be a comprehensive treatment of either subject, but rather just enough to draw comparisons between the two.
Subject: Mathematics and Statistics
Keywords: bayesian decision theory, maximum likelihood, statistical decision theory, statistical learning theory
License: Creative Commons Attribution License CC-BY 2.0
Authors: Robert Nowak (nowak@engr.wisc.edu)
Copyright Holders: Robert Nowak (nowak@engr.wisc.edu)
Maintainers: Robert Nowak (nowak@engr.wisc.edu)
Latest version: 1.3 (history)
First publication date: May 1, 2008 1:56 pm GMT-5
Last revision to module: Apr 10, 2009 2:51 pm GMT-5
Module XML: m16263_1.3.cnxml

Version History

Version: 1.3 Apr 10, 2009 2:51 pm GMT-5 by Robert Nowak
Changes: 
figure corected.
Version: 1.2 Feb 11, 2009 10:36 am US/Central by Daniel Williamson
Changes: 
fixed formatting issues
Version: 1.1 May 16, 2008 4:16 pm GMT-5 by Robert Nowak
Changes: 
Created module.

How to Reuse and Attribute This Content

If you derive a copy of this content using a Connexions account and publish your version, proper attribution of the original work will be automatically done for you.

If you reuse this work elsewhere, in order to comply with the attribution requirements of the license (CC-BY 2.0), you must include

  • the authors' names: Robert Nowak
  • the title of the work: Basic Elements of Statistical Decision Theory and Statistical Learning Theory
  • the Connexions URL where the work can be found: http://cnx.org/content/m16263/1.3/

See the citation section below for examples you can copy.

How to Cite and Attribute This Content

The following citation styles comply with the attribution requirements for the license (CC-BY 2.0) of this work:

American Chemical Society (ACS) Style Guide:

Nowak, R. Basic Elements of Statistical Decision Theory and Statistical Learning Theory, Connexions Web site. http://cnx.org/content/m16263/1.3/, Apr 10, 2009.

American Medical Assocation (AMA) Manual of Style:

Nowak R. Basic Elements of Statistical Decision Theory and Statistical Learning Theory [Connexions Web site]. April 10, 2009. Available at: http://cnx.org/content/m16263/1.3/.

American Psychological Assocation (APA) Publication Manual:

Nowak, R. (2009, April 10). Basic Elements of Statistical Decision Theory and Statistical Learning Theory. Retrieved from the Connexions Web site: http://cnx.org/content/m16263/1.3/

Chicago Manual of Style (Bibliography):

Nowak, Robert. "Basic Elements of Statistical Decision Theory and Statistical Learning Theory." Connexions. April 10, 2009. http://cnx.org/content/m16263/1.3/.

Chicago Manual of Style (Note):

Robert Nowak, "Basic Elements of Statistical Decision Theory and Statistical Learning Theory," Connexions, April 10, 2009, http://cnx.org/content/m16263/1.3/.

Chicago Manual of Style (Reference, in Author-Date style):

Nowak, R. 2009. Basic Elements of Statistical Decision Theory and Statistical Learning Theory. Connexions, April 10, 2009. http://cnx.org/content/m16263/1.3/.

Modern Languages Association (MLA) Style Manual:

Nowak, Robert. Basic Elements of Statistical Decision Theory and Statistical Learning Theory. Connexions. 10 Apr. 2009 <http://cnx.org/content/m16263/1.3/>.