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In this problem, we explore the effect on the mean, median, and mode of adding the same number to each data value. Consider the data set \(2,2,3,6,10\). (a) Compute the mode, median, and mean. (b) Add 5 to each of the data values. Compute the mode, median, and mean. (c) Compare the results of parts \((a)\) and \((b) .\) In general, how do you think the mode, median, and mean are affected when the same constant is added to each data value in a set?

Short Answer

Expert verified
Adding a constant increases the mode, median, and mean by that same constant.

Step by step solution

01

Calculating the Mode of the Original Set

The mode is the most frequently occurring value in a data set. For the original set \(2, 2, 3, 6, 10\), the value 2 appears twice while all other values appear only once. Thus, the mode is 2.
02

Calculating the Median of the Original Set

To find the median, arrange the data in ascending order (which is already done) and select the middle value. Since there are five numbers in the set, the median is the third value: 3.
03

Calculating the Mean of the Original Set

The mean is calculated by summing all values in the data set and dividing by the number of values. For the original set:\[\text{Mean} = \frac{2+2+3+6+10}{5} = \frac{23}{5} = 4.6\]
04

Adding 5 to Each Data Value

Add 5 to each number in the original set \(2, 2, 3, 6, 10\) to get the new set: \(7, 7, 8, 11, 15\).
05

Calculating the Mode of the New Set

For the new set \(7, 7, 8, 11, 15\), the value 7 appears twice while all other values appear only once. Thus, the mode is 7.
06

Calculating the Median of the New Set

With the numbers in the new set already arranged, the median is the third value, which is 8.
07

Calculating the Mean of the New Set

The mean is calculated by summing the new set values and dividing by the number of values:\[\text{Mean} = \frac{7+7+8+11+15}{5} = \frac{48}{5} = 9.6\]
08

Comparing the Results

By comparing both sets: - Original mode was 2, new mode is 7 (increase by 5). - Original median was 3, new median is 8 (increase by 5). - Original mean was 4.6, new mean is 9.6 (increase by 5). Adding the constant 5 shifted the mode, median, and mean by the same amount.
09

Generalization

Adding the same number to each data value in a set results in the mode, median, and mean each increasing by that constant. This is because these measures of central tendency shift linearly with the data values.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Mode
Understanding the mode is quite simple. It represents the most frequently occurring number in a set of data. For example, in the dataset \(2, 2, 3, 6, 10\), the number 2 appears more frequently than the others, making 2 the mode. Knowing the mode can be particularly useful when you want to identify which item or value appears the most in a dataset.

When you add a constant to each value in the dataset, such as adding 5 to each number in the original dataset to get \(7, 7, 8, 11, 15\), the mode shifts by the same constant. Originally, the mode was 2; after adding 5 to every value in the dataset, the new mode becomes 7. This shows that the mode changes according to the constant added, maintaining the same frequency pattern as before.
  • Key takeaway: Adding or subtracting a fixed number to all elements in a dataset will change the mode by this constant if the mode repeats with the same frequency.
Median
To find the median, you need to organize your dataset in increasing order and select the middle value. If there's an odd number of data points, it's simple—you pick the middle one. In our dataset \(2, 2, 3, 6, 10\), after arranging these values (which are already in order), the third number is 3. This is your median.

Adding a constant shifts all numbers evenly, so when you add 5 to each number, making the dataset \(7, 7, 8, 11, 15\), the median becomes 8. Every element shifts, including the median, by the same constant, preserving the distinct middle position.
  • Key takeaway: Adding or subtracting a fixed number from every point in a data set will translate the median by this constant without affecting the order.
Mean
The mean, or average, is calculated as the sum of all values divided by the number of values. For our initial set \(2, 2, 3, 6, 10\), you calculate it by adding the numbers (23) and dividing by the total quantity (5), resulting in a mean of 4.6.

When a constant is added to each number in your dataset, such as 5 in our example, the overall sum increases proportionally for each added constant. So, the mean moves from 4.6 to 9.6 when 5 is added to each number, reinforcing the idea that every number in the dataset has been altered equally.
  • Key takeaway: The mean reflects even distribution across a dataset. Adding a constant to each number will result in an equivalent shift in the mean by that constant.

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Most popular questions from this chapter

In your biology class, your final grade is based on several things: a lab score, scores on two major tests, and your score on the final exam. There are 100 points available for each score. However, the lab score is worth \(25 \%\) of your total grade, each major test is worth \(22.5 \%\), and the final exam is worth \(30 \%\). Compute the weighted average for the following scores: 92 on the lab, 81 on the first major test, 93 on the second major test, and 85 on the final exam.

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