Math  /  Data & Statistics

QuestionThe data set represents the number of miles Mary jogged each day for the past nine days. 6,7,5,0,6,12,8,6,96,7,5,0,6,12,8,6,9
What is the outlier of the data? 0 6 7 12

Studdy Solution

STEP 1

What is this asking? We need to find the *unusual* number in Mary's jogging data. Watch out! Don't just pick the biggest or smallest number; an outlier is a number that's *significantly* different from the others.

STEP 2

1. Arrange the Data
2. Calculate the Quartiles
3. Calculate the IQR
4. Identify the Outlier

STEP 3

Let's put the jogging distances in order from least to greatest!
This helps us see the spread of the data.
Our data is 0,5,6,6,6,7,8,9,120, 5, 6, 6, 6, 7, 8, 9, 12.

STEP 4

Now, let's find the **median** (the middle value).
In our ordered list, the median is 66.

STEP 5

Next, we'll find the **first quartile (Q1)**, the median of the lower half of the data (excluding the overall median if the dataset has an odd number of elements).
The lower half is 0,5,6,60, 5, 6, 6, so Q1 is the average of 55 and 66, which is 5+62=112=5.5\frac{5 + 6}{2} = \frac{11}{2} = 5.5.

STEP 6

Let's find the **third quartile (Q3)**, the median of the upper half of the data (excluding the overall median if the dataset has an odd number of elements).
The upper half is 7,8,9,127, 8, 9, 12, so Q3 is the average of 88 and 99, which is 8+92=172=8.5\frac{8 + 9}{2} = \frac{17}{2} = 8.5.

STEP 7

The **interquartile range (IQR)** is the difference between Q3 and Q1.
It tells us how spread out the middle 50%50\% of the data is.
So, IQR =8.55.5=3= 8.5 - 5.5 = 3.

STEP 8

An outlier is typically a value that falls below Q11.5IQRQ1 - 1.5 \cdot \text{IQR} or above Q3+1.5IQRQ3 + 1.5 \cdot \text{IQR}.
Let's calculate these **boundaries**:

STEP 9

Lower boundary: 5.51.53=5.54.5=15.5 - 1.5 \cdot 3 = 5.5 - 4.5 = 1.

STEP 10

Upper boundary: 8.5+1.53=8.5+4.5=138.5 + 1.5 \cdot 3 = 8.5 + 4.5 = 13.

STEP 11

Any value outside these boundaries is considered an outlier.
Looking back at our data, only 00 is less than 11, so 00 is the outlier!

STEP 12

The outlier of the data set is 00.

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