Question

Difficulty: Very hardData Distributions and Measures

A dataset consists of 1515 positive integers. The median of the dataset is 2424, and the mean is 2020. The dataset has a unique mode of 3232, which occurs exactly 55 times. What is the maximum possible range of the dataset?

Answer: 81

Answer

The maximum possible range of the dataset is 81.
The total sum of the 15 elements is 300. With the median (8th term) equal to 24, we minimize the first 7 terms to 10 by using four 1s and three 2s (since no element other than 32 can repeat 5 or more times). Setting the 9th term to 24 and the 10th through 14th terms to the mode of 32 minimizes the sum of the first 14 terms to 218. This leaves a maximum possible value of 82 for the 15th term. The range is the difference between the maximum and minimum values: 82 - 1 = 81.

Step-by-Step Solution

1
Calculate the total sum of the dataset.
The sum of all 15 elements is 300300.
Since the mean of 15 elements is 20, the sum must be 15×20=30015 \times 20 = 300.
2
Identify the median and set up the sorted terms.
The 8th term x8=24x_8 = 24.
For 15 sorted elements, the median is the 8th term.
3
Minimize the sum of the first 7 terms.
The minimum sum of x1x_1 through x7x_7 is 1010, with x1=1x_1 = 1.
To minimize the sum, we use the smallest positive integers. However, no value other than 32 can appear 5 or more times. Thus, we can have at most four 1s and three 2s: 4(1)+3(2)=104(1) + 3(2) = 10.
4
Minimize the 9th term.
x9=24x_9 = 24.
Since the dataset is sorted, x9x8=24x_9 \geq x_8 = 24. To minimize the sum of the other terms and maximize x15x_{15}, we set x9=24x_9 = 24.
5
Account for the mode of 32.
x10=x11=x12=x13=x14=32x_{10} = x_{11} = x_{12} = x_{13} = x_{14} = 32.
The mode 32 appears exactly 5 times. Since it is greater than the median 24, these 5 occurrences must be in the upper half of the sorted list.
6
Calculate the maximum possible value of the 15th term and the range.
x15=82x_{15} = 82, and the range is 8181.
Subtracting the minimum sum of the first 14 terms from the total sum: 300(10+24+24+160)=82300 - (10 + 24 + 24 + 160) = 82. The range is x15x1=821=81x_{15} - x_1 = 82 - 1 = 81.

Key Concept

Calculating measures of center (mean, median, mode) and variability (range) under constrained datasets.
Estimated Time:3m 0s
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