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Material Detail

Using EDA, ANOVA and Regression to Optimise some Microbiology Data

Using EDA, ANOVA and Regression to Optimise some Microbiology Data

Created by Neil S. Binnie of the Auckland University of Technology, this article describes a dataset containing information on bacterium culturing. Students can use graphical methods, one-way and two-way ANOVA, and multiple polynomial regression to estimate the optimal conditions for bacteria growth. The author breaks the site down in this way: an introduction, data source, description of data, pedagogical uses and references. The specific topics covered include: analysis of variance, exploratory data analysis, interactions, optimization, and outliers.
Keywords:
stem education, workforce development, technician training, advanced technological education
Disciplines:
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More about this material

Material Type:
Reference Material
Date Added to MERLOT:
July 18, 2016
Date Modified in MERLOT:
July 18, 2016
Author:
Submitter:
Barbra Bied Sperling
Hispanic Serving Institution
Primary Audience:
College General Ed, College Lower Division, College Upper Division, Graduate School, Professional
Technical Format:
Website
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Creative Commons:
No

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