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What does the mode represent in a statistical data set?

Correct Answer

C) The value that appears most frequently

An empirical mode is a value occurring with greatest frequency. There may be tied modes; a sample with no repeated value has no unique most-frequent observation. The median concerns ordered position, the arithmetic mean averages values, and the range is maximum minus minimum. Mode is not automatically the most appropriate summary for an appraisal conclusion.

Answer Options
A
The middle value when data is arranged in order
B
The arithmetic average of all of the values
C
The value that appears most frequently
D
The difference between highest and lowest values

Why This Is the Correct Answer

Option C is correct because the mode is the value that occurs with the greatest frequency in a data set. A data set can have tied modes, and one with no repeated value has no unique most-frequent observation.

Why the Other Options Are Wrong

Option A: The middle value when data is arranged in order

Option A, the middle value when data is arranged in order, defines the median. The median depends on ordered position, not frequency.

Option B: The arithmetic average of all of the values

Option B, the arithmetic average of all of the values, defines the mean. The mean adds all values and divides by the count.

Option D: The difference between highest and lowest values

Option D, the difference between highest and lowest values, defines the range. The range measures spread, not the most common value.

Mode equals most

Mode and most both start with M-O: the mode is the value that shows up most often.

How to use: Use this link to separate the mode from the median and mean on definition questions.

Exam Tip

Match each option to the statistic it defines before choosing; definition questions usually list several real statistics.

Common Mistakes to Avoid

  • -Confusing the mode with the median
  • -Assuming every data set has a single mode
  • -Treating the mode as the arithmetic average

Concept Deep Dive

Analysis

This question tests the definitions of basic descriptive statistics. Each option defines a different statistic: median, mean, mode and range. You must match the mode to the value occurring most often.

Background Knowledge

The mode, median and mean are the three common measures of central tendency, each summarizing a data set differently. The mode is useful for identifying the most common characteristic, such as a typical bedroom count, but it is not automatically the best summary for an appraisal conclusion.

Real-World Application

An appraiser describing a subdivision notes that most homes have three bedrooms, making three the mode. This helps the appraiser identify the typical property that buyers in that market expect.

modemedianmeanrangecentral tendency
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