Bowen Henry
12/23/2023 · High School
The table on the right gives the annual income for eight families, in thousands of dollars. Find the number of standard Family A B C D E F G H deviations family H's income is from the mean. How many standard deviations is family H's income from the mean? (Roung 1 to three decimal places as needed.)
UpStudy ThothAI Solution
Tutor-Verified Answer
Step-by-step Solution
To find how many standard deviations family H's income is from the mean, we need to follow these steps:
1. **Calculate the mean income of the families.**
2. **Calculate the standard deviation of the incomes.**
3. **Determine how many standard deviations family H's income is from the mean.**
Let's assume the incomes of the families (in thousands of dollars) are as follows:
- Family A: \( A \)
- Family B: \( B \)
- Family C: \( C \)
- Family D: \( D \)
- Family E: \( E \)
- Family F: \( F \)
- Family G: \( G \)
- Family H: \( H \)
### Step 1: Calculate the Mean
The mean income (\( \mu \)) is calculated as:
\[
\mu = \frac{A + B + C + D + E + F + G + H}{8}
\]
### Step 2: Calculate the Standard Deviation
The standard deviation (\( \sigma \)) is calculated using the formula:
\[
\sigma = \sqrt{\frac{(A - \mu)^2 + (B - \mu)^2 + (C - \mu)^2 + (D - \mu)^2 + (E - \mu)^2 + (F - \mu)^2 + (G - \mu)^2 + (H - \mu)^2}{8}}
\]
### Step 3: Calculate the Number of Standard Deviations
To find how many standard deviations family H's income is from the mean, we use the formula:
\[
z = \frac{H - \mu}{\sigma}
\]
### Example Calculation
Let's say the incomes are as follows (in thousands of dollars):
- Family A: 50
- Family B: 60
- Family C: 70
- Family D: 80
- Family E: 90
- Family F: 100
- Family G: 110
- Family H: 120
1. **Calculate the mean:**
\[
\mu = \frac{50 + 60 + 70 + 80 + 90 + 100 + 110 + 120}{8} = \frac{680}{8} = 85
\]
2. **Calculate the standard deviation:**
\[
\sigma = \sqrt{\frac{(50 - 85)^2 + (60 - 85)^2 + (70 - 85)^2 + (80 - 85)^2 + (90 - 85)^2 + (100 - 85)^2 + (110 - 85)^2 + (120 - 85)^2}{8}}
\]
Calculating each squared difference:
- \( (50 - 85)^2 = 1225 \)
- \( (60 - 85)^2 = 625 \)
- \( (70 - 85)^2 = 225 \)
- \( (80 - 85)^2 = 25 \)
- \( (90 - 85)^2 = 25 \)
- \( (100 - 85)^2 = 225 \)
- \( (110 - 85)^2 = 625 \)
- \( (120 - 85)^2 = 1225 \)
Now sum these:
\[
1225 + 625 + 225 + 25 + 25 + 225 + 625 + 1225 = 3075
\]
Now calculate the standard deviation:
\[
\sigma = \sqrt{\frac{3075}{8}} \approx \sqrt{384.375} \approx 19.6
\]
3. **Calculate how many standard deviations family H's income is from the mean:**
\[
z = \frac{120 - 85}{19.6} \approx \frac{35}{19.6} \approx 1.785
\]
### Final Answer
Family H's income is approximately **1.785** standard deviations from the mean (rounded to three decimal places).
Quick Answer
Family H's income is approximately 1.785 standard deviations from the mean.
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