Outliers and cleaning data Quiz
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5 questions, one answer each
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1. A data set has and . By the IQR rule, what is the upper limit?
- A. 30
- B. 26
- C. 28
- D. 34
2. The mean is 50 and the standard deviation is 4. Using the 3 standard deviation rule, which value is an outlier?
- A. 60
- B. 38
- C. 44
- D. 63
3. A suspected outlier is due to a decimal point error and the true value is known. What should you do?
- A. Leave it in
- B. Correct it
- C. Replace it with the mean
- D. Delete the whole data set
4. Which statistic is least affected by an outlier?
- A. Mean
- B. Range
- C. Standard deviation
- D. Median
5. A value is missing from a data set. Which is a valid way to deal with it?
- A. Replace it with 0
- B. Replace it with the largest value
- C. Omit it, stating that the sample is smaller
- D. Double the next value