An Experiential Approach to Integrating ANOVA Concepts

http://www.amstat.org/publications/jse/v10n1/datasets.franklin.html

This article presents a dataset based on an industrial case study using design of experiments. It can be used to discuss sample size, power, statistical significance, interaction terms, Type I and Type II errors, the role and importance of the error term, design of experiments, and analysis of variance.

Resource Type	Dataset (DCMI Type Vocabulary) Reference Material (DCMI Type Vocabulary)
Format	html Other
Audience	College --Undergrad Upper Division College --Undergrad Lower Division High School
Source	Journal of Statistics Education
Email Address	LeRoy.A.Franklin@Rose-Hulman.edu, Belva.Cooley@business.umt.edu
Date Of Record Creation	2005-07-26 13:15:03
Date Of Record Release	2005-07-26 13:15:03
Date Last Modified	2006-06-20 11:58:43
Statistical Topic	Data Collection -- Design of Experiments Statistical Inference and Techniques -- Significance Testing Principles Statistical Inference and Techniques -- Linear Models -- Categorical ANOVA
Material Type	Datasets
Author's Name	LeRoy A. Franklin, Belva J. Cooley
Author's Organization	Rose-Hulman Institute of Technology, University of Montana
Source Code Available	No
Intended User Role	Teacher
Application Area	Engineering
Copyrights	Yes
Cost involved with use	Free to all
Math Level	Algebra level symbolic math

Date Record Checked: 2005-07-26 00:00:00

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An Experiential Approach to Integrating ANOVA Concepts