For a data set changed by two opposite extremes, check its mean, standard deviation, and median separately. Compare totals and counts for the mean, distances from the mean for standard deviation, and ordered positions for the median. Don’t assume the median shifts because the count increases: one new value at each end can leave the same entries in the middle.
Hints
- Hint 1
The mean is the total divided by the count. If the new pair averages the old mean, how does combining that pair with the original data affect the mean?
- Hint 2
Standard deviation measures spread around the mean. Compare the squared distances: every old value is at most from , while each new value is from .
- Hint 3
For an even number of values, the median averages the two middle entries. Put one new value at each end of the ordered list. Which original entries become the middle of the longer list?
Step-by-step
Check the center, spread, and middle
Step 1Check the mean
No Desmos needed. The symmetric pair and the bounds settle every possible list. The mean is the total divided by the count, so the values in total . Add the new values: . Their average is , the same as ’s. Combining two groups that both average leaves with mean , so statement I holds.
- Step 2
Compare distances from the mean
The given inclusive bound means every old value is at most from . Its squared distance from is at most . Each new value is from , with squared distance . So both new squared distances exceed every old one.
- Step 3
Decide what happens to standard deviation
Standard deviation is the square root of the average squared distance from the mean. Since the mean remains , the old squared distances average at most , and the two new ones are each . Adding values above the old average raises that average; taking its square root preserves the increase. With the mean fixed, adding values farther from it than every old value increases standard deviation. Statement II holds.
- Step 4
Place the new values in order
Call the old values in increasing order . Because every old value lies between and , the new values go outside all the old values. The ordered list for is
- Step 5
Check the middle positions
The median averages the two middle entries when the count is even. In , the th and th entries are and . In , the middle positions are and ; the new smallest value shifts and into those positions. The same two entries determine both medians, so statement III holds. All three statements must be true. Choice B.
Lessons that teach this
- SAT Data AnalysisIntermediateCoreAnalyze changed data and outliers
- SAT Data AnalysisIntermediateReason with range and standard deviation
- SAT Data AnalysisBeginnerFind and interpret center
- DesmosIntermediateCoreSpread, standard deviation, and box plots in Desmos
- DesmosIntermediateMean, median, and frequency tables in Desmos