This week we will learn to perform Analysis of Variance (ANOVA) using both Excel and R/RStudio. Suppose
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This week we will learn to perform Analysis of Variance (ANOVA) using both Excel and R/RStudio.
Suppose that we want to perform ANOVA to determine if the mean ACT score at a small college is the same for the entering classes for the following years: 2000, 2005, 2010, 2015, 2020.
In other words, we want to perform the following test:
H0: 2000=2005=2010=2015=2020
Ha: Not all population means are equal.
We take samples from each group of students, as listed below:
Entering Class Year of: | Sample Size | ACT Scores |
2000 | 20 | 21, 20, 23, 22, 23, 23, 25, 22, 22, 21, 23, 21, 25, 20, 26, 21, 22, 22, 22, 24 |
2005 | 18 | 24,24, 23, 25, 23, 25, 25, 21, 25, 25, 25, 23, 23, 23, 23, 22, 23, 26 |
2010 | 24 | 22, 22, 22, 22, 24, 22, 24, 23, 25, 22, 22, 24, 23, 23, 22, 22, 22, 23, 21, 21, 22, 23, 21, 23 |
2015 | 19 | 23, 19, 24, 23, 21, 19, 24, 22, 22, 23, 22, 22, 26, 20, 21, 25, 23, 22, 23 |
2020 | 15 | 22, 23, 22, 22, 23, 22, 23, 24, 21, 23, 23, 25, 22, 24, 22 |
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