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Title: Using EDA, ANOVA and Regression to Optimise some Microbiology Data
Url: http://jse.amstat.org/v12n2/datasets.binnie.html
Creator: Binnie, Neil S.
Publisher: Auckland University of Technology
Description: 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.
LC Classification: Science -- Mathematics -- Mathematical statistics -- Analysis of variance and covariance. Experimental design
Science -- Mathematics -- Mathematical statistics -- Multivariate analysis -- Regression analysis. Correlation analysis
Science -- Mathematics -- Mathematical statistics -- Study and teaching. Research
GEM Subject: Mathematics -- Statistics
Key Concept: Mathematics -- Correlation
Mathematics -- Statistics
Mathematics -- Tests of variance
Mathematics -- Regression
Date Issued: 2004
Resource Type: Dataset
Reference Material
Instructional Material
Instructional Material -- Lesson/Lesson Plan
Instructional Material -- Instructor Guide/Manual
Format: Document -- HTML
Audience: Educator
Learner
Education Level: Higher Education
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Vocational/Professional Development Education
Language: English
Rights: Neil Binnie
Access Rights: Free access
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Source: CAUSEweb
Full Record Views: 7
Resource URL Clicks: 2
Cumulative Rating: NOT YET RATED
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