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Question
a particular standardized test has scores that have a mound-shaped distribution with mean equal to 120 and standard deviation equal to 17. tom had a raw score of 161, dick scored at the $95^{th}$ percentile, and harry had a z score of 2.00.
arrange these three students in order of their scores from lowest to highest.
Step1: Calculate Tom's z-score
$z_{\text{Tom}} = \frac{161 - 120}{17} = \frac{41}{17} \approx 2.41$
Step2: Find 95th percentile z-score
For mound-shaped (normal) data, the 95th percentile corresponds to a z-score of approximately $z_{\text{Dick}} \approx 1.645$
Step3: Calculate Harry's raw score
$x_{\text{Harry}} = 120 + (2.00 \times 17) = 120 + 34 = 154$
Step4: Compare all scores
Dick's score: $120 + (1.645 \times 17) \approx 120 + 27.965 = 147.97$; Harry's score = 154; Tom's score = 161
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Dick, Harry, Tom