Dataset Example: Using EDA, ANOVA and Regression to Optimise some Microbiology Data

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. Key Words: Analysis of variance; Exploratory data analysis; Interactions; Optimisation; Outlier.
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Source: 
https://causeweb.org/cause/Journal%20of%20Statistics%20Education
Email Address: 
neil.binnie@aut.ac.nz
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Author Name: 
Neil S. Binnie
Source Code Available: 
Source Code Available
Intended User Role: 
Teacher
Material Type: 
Lecture Examples
Out-of-class
Datasets
Resource Type: 
Reference Material
Statistical Topic: 
One Numerical Variable
Multivariate Quantitative Relationships
Multivariate Techniques
Nonlinear Models
Copyrights: 
Yes
Cost: 
Free for All
Audience: 
College --Undergrad Lower Division
College --Undergrad Upper Division
High School
Undergraduate students
Format: 
Other
html
Math Level: 
Calculus required

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