Department of Industrial and Manufacturing Engineering - Leading Process and Product Improvement

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IME 5160 - Design of Experiments and Regression Analysis


Catalog Description:

Topics related to experimental design and regression analysis. Topics include randomized blocks, latin squares, factorials, multiple correlation and regression, and its application to response surfaces.

Prerequisites & Corequisites: Prerequisite: Recommended, IME 2610 or equivalent.

Credits: 3 hours

Lecture Hours - Laboratory Hours: (3 - 0)


Prerequisites by Topic:

The stated prerequisite for this course is IME 2610. This is a three (3) credit hour, calculus based statistics course. You should have an equivalent background in order to not be disadvantaged in taking this course. See the WMU course catalog for a description of IME 2610.


Course Objectives:

  1. Provide an understanding of applied statistical concepts for decision making.
  2. Provide an understanding of the analysis of variance and classical experimental designs.
  3. Provide an understanding of various experimental design models and their application in industry.
  4. Provide an understanding of how to analyze designed experiments using MINITAB.

Textbooks:

Montgomery, Douglas C.; Design and Analysis of Experiments; John Wiley & Sons, Inc., New York, 7th Ed. 2009, ISBN 978-0-470-12866-4.

MINITAB, Version 15, MINITAB, Inc., 3081 Enterprise Drive, State College, PA, 16801. This software can be purchased from the WMU bookstore (TotalTech) for $10. However, it is also available free in all of the CEAS labs.


Course Coordinator:

Leonard Lamberson
Western Michigan University
E-207 Parkview Campus
Kalamazoo, Michigan 49008-5336
Phone: 276-3367
Email: leonard.lamberson@wmich.edu


Revision Date: Spring 2010

 

Department of Industrial and Manufacturing Engineering
Western Michigan University
Kalamazoo MI 49008-5336 USA
(269) 276-3350 | (269) 276-3353 Fax



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