Understanding the Median of a Dataset

The median is the middle value in a dataset when the data is arranged in ascending or descending order. It is a measure of central tendency.

For a dataset with an odd number of observations, the median is the value located at the position $\frac{n+1}{2}$, where $n$ is the total number of observations.

Analyzing the Given Data and Median

The given observations are 2, 3, 5, 6, x, 8, 9.

The total number of observations, $n$, is 7.

The position of the median is $\frac{7+1}{2} = \frac{8}{2} = 4^{th}$ position.

We are given that the median of these observations is 6.

This means that when the dataset is sorted, the value at the 4th position must be 6.

Checking Possible Values for x

Let's examine each option for the value of x to see if it results in a median of 6 when the data is sorted.

Option 1: If x = 8

• The observations are: 2, 3, 5, 6, 8, 8, 9.
• Sorting the observations in ascending order: 2, 3, 5, 6, 8, 8, 9.
• The 4th observation in the sorted list is 6.
• Since the 4th observation is 6, which matches the given median, x CAN be equal to 8.

Option 2: If x = 1

• The observations are: 2, 3, 5, 6, 1, 8, 9.
• Sorting the observations in ascending order: 1, 2, 3, 5, 6, 8, 9.
• The 4th observation in the sorted list is 5.
• Since the 4th observation (5) does NOT match the given median (6), x CANNOT be equal to 1.

Option 3: If x = 10

• The observations are: 2, 3, 5, 6, 10, 8, 9.
• Sorting the observations in ascending order: 2, 3, 5, 6, 8, 9, 10.
• The 4th observation in the sorted list is 6.
• Since the 4th observation is 6, which matches the given median, x CAN be equal to 10.

Option 4: If x = 7

• The observations are: 2, 3, 5, 6, 7, 8, 9.
• Sorting the observations in ascending order: 2, 3, 5, 6, 7, 8, 9.
• The 4th observation in the sorted list is 6.
• Since the 4th observation is 6, which matches the given median, x CAN be equal to 7.

Conclusion on Possible Values of x

Based on the analysis of each option, we found that:

• If x = 8, the median is 6. (Possible)
• If x = 1, the median is 5. (Not possible)
• If x = 10, the median is 6. (Possible)
• If x = 7, the median is 6. (Possible)

Therefore, the value that x CANNOT be equal to is 1.

Revision Table: Understanding Median and x

Additional Information on Measures of Central Tendency

The median is one of three common measures of central tendency, alongside the mean and the mode.

• Mean: The average of all values in the dataset. Calculated by summing all values and dividing by the number of values. It is affected by extreme values.
• Median: The middle value in a sorted dataset. It is less affected by extreme values than the mean, making it a good measure for skewed distributions.
• Mode: The value that appears most frequently in the dataset. A dataset can have one mode (unimodal), multiple modes (multimodal), or no mode.

Understanding these different measures helps in interpreting data distribution and central values effectively.