For this recipe, we will use a 2-Sample t-test to compare two groups of data. The null hypothesis for the 2-Sample t-test is that the population means are the same.
Here, we will look at comparing the pulse rate of a group of students that exercised against a group that didn't.
The data is in the Minitab Pulse.mtw
worksheet. The file can be found in the Minitab Sample Data
folder.
The following steps will compare the mean pulse rate of two groups of students:
Pulse.mtw
worksheet.The 2-Sample t-test here uses the sample column for all the pulse measurements; the subscripts are then used to identify if a result was from the group that ran (1
) or the group that didn't run (2
). Alternatively, the two groups could have been in separate columns or we could have just entered the summarized results of sample size, mean, and standard deviations.
In Minitab v17, we can choose between samples in one column, different columns, or summarized data from the drop-down box at the top of the dialog.
There is also an option to run the test assuming equal variances; we use Welch's t-test for unequal variances by default.
The 2 variance test under Basic Statistics can be used to test the assumption of equal variance.
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