Math Problem Statement

The following nine observations have been obtained from the ratio scale variable 𝑋:

14, 5, 13, 14, 8, 8, 0, 18, 10

At least how many observations must be added to the original data in order to get the median value of the new data to be 20?

Solution

To make the median of the new data equal to 20, additional observations of a value greater than or equal to 20 must be added. Let's analyze step by step:

1. Initial Setup

The given observations are: 14,5,13,14,8,8,0,18,1014, 5, 13, 14, 8, 8, 0, 18, 10

  • Total observations: n=9n = 9
  • Current sorted data: 0,5,8,8,10,13,14,14,180, 5, 8, 8, 10, 13, 14, 14, 18
  • Current median: The 5th observation (middle value for n=9n = 9) is 10.

2. Target Median

For the median to be 2020, at least half of the sorted dataset must have values 20\geq 20. This means the position of 2020 in the sorted list should correspond to the middle position when we add new observations.

If kk new observations are added, the total number of observations becomes n+kn + k. The median position will then be: Median position=n+k+12\text{Median position} = \frac{n + k + 1}{2}

3. Condition for Median ≥ 20

To ensure the median is 2020, at least n+k+12\frac{n + k + 1}{2} observations must have values 20\geq 20.

4. Adding Observations

  • Current observations <20< 20: 0,5,8,8,10,13,14,14,180, 5, 8, 8, 10, 13, 14, 14, 18 — all 9 values.
  • Observations 20\geq 20: 00 (none exist in the current data).

We need at least 9+k+12\frac{9 + k + 1}{2} observations 20\geq 20. Since all added observations will be 2020 or greater, the inequality becomes: 9+k+12k\frac{9 + k + 1}{2} \leq k

Simplify: 10+k2k\frac{10 + k}{2} \leq k

Multiply through by 2: 10+k2k10 + k \leq 2k

Solve for kk: k10k \geq 10

5. Conclusion

At least 10 new observations of 2020 or greater must be added to make the median 2020.

Would you like a detailed explanation of these steps or related questions? Here are some questions for further exploration:

  1. How does adding fewer observations affect the median?
  2. How can the mean and mode of the data be influenced by adding observations?
  3. What is the effect on the dataset's range by adding new observations?
  4. How is the position of the median calculated for even-sized datasets?
  5. Could the median be made any value other than 2020 by adding different observations?

Tip: For quick calculations of medians in sorted data, always focus on the middle position formula: n+12\frac{n+1}{2}.

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Math Problem Analysis

Mathematical Concepts

Statistics
Median
Data Analysis

Formulas

Median position for odd n: (n+1)/2
Condition for median value: (n + k + 1)/2 ≤ k

Theorems

Definition of Median
Properties of Ordered Data

Suitable Grade Level

Grades 9-12