To answer this question, you need to understand the measures of central tendency.
Option A) Mean - The mean is calculated by summing all the values in a dataset and dividing by the total number of values. It represents the average value of the dataset.
Option B) Median - The median is the middle value in a dataset when it is arranged in ascending or descending order. If there is an even number of values, the median is the average of the two middle values. It represents the central value of the dataset.
Option C) Mode - The mode is the value that appears most frequently in a dataset. It represents the value that occurs with the highest frequency.
Option D) All the Above - This option is correct because all three measures of central tendency (mean, median, and mode) are valid ways to summarize and describe a dataset.
The correct answer is D) All the Above. This option is correct because all three measures of central tendency (mean, median, and mode) are important and commonly used in statistics to describe the central behavior of a dataset.