Comparing two samples
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What this lesson covers
- Compare shift, overlap and spread on the box plots.
- Intervals that do not overlap support a claim.
- Overlapping intervals leave the question open.
What to compare
- Centre: how far apart are the medians?
- Spread: is one group more variable?
- Overlap: how much do the boxes overlap?
Using the intervals
- Two groups give these intervals for the median.
| Group | Median | Interval |
|---|---|---|
| A | 64 | 60 to 68 |
| B | 72 | 69 to 75 |
Reading the result
- The intervals do not overlap.
- A: 60 to 68
- B: 69 to 75
- B tends to be higher in the population
Common mistakes
- Claiming B is always higher.Say B tends to be higher, because individuals vary.
- Claiming no difference when intervals overlap.Overlap means there is not enough evidence to decide.
Your turn
- 1. Intervals are 58 to 66 and 63 to 71. What can you say?
Show answer
1. They overlap, so we cannot claim a difference between the population medians
What to take away
- No overlap supports a claim.
- Overlap means we cannot tell.
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