- Math10, section 272, Fall 2020 | WebAssign 4.3 Binomial Distribution - Introductory Statistics - Op. Files According to a study done by De Anza students, the height for Asian adult males is normally distributed with an average of 66 inches and a standard deviation of 2.5 inches. Suppose one Asian adult male is randomly chosen. Let X = height of the individual. %3D

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### Normal Distribution of Heights

According to a study conducted by De Anza students, the height for Asian adult males is normally distributed with an average (mean) of 66 inches and a standard deviation of 2.5 inches. We consider the scenario where one Asian adult male is randomly chosen, and let \( X \) represent the height of this individual.

#### Statistical Problem

**Task:** Determine the middle 40% of heights, expressed as a range between two values.

1. **Write the Probability Statement:**
   \[
   P(x_1 < X < x_2) = 0.40
   \]

   *Current incorrect entry: \( P(x_1 < X < x_2) = 64.64 \)*

2. **State the Two Values (rounded to one decimal place):**
   - \( x_1 = 70 \) (Incorrect)
   - \( x_2 = 30 \) (Incorrect)

3. **Sketch the Graph:**

   The graph depicted illustrates the normal distribution curve for the given scenario. Although the graph is not fully labeled with correct values, it represents the distribution with a bell-shaped curve. The \( x \)-axis represents the height in inches and has data points between 55 and 75 inches. Two normal distribution curves are presented, likely for comparing actual and estimated or experimental results.

#### Conclusion

The task invites the student to correctly identify the range of values for \( x_1 \) and \( x_2 \) that encapsulate the middle 40% based on the normal distribution. The given values and probability statement need adjustments to achieve accurate outcomes based on the provided statistical parameters.
Transcribed Image Text:### Normal Distribution of Heights According to a study conducted by De Anza students, the height for Asian adult males is normally distributed with an average (mean) of 66 inches and a standard deviation of 2.5 inches. We consider the scenario where one Asian adult male is randomly chosen, and let \( X \) represent the height of this individual. #### Statistical Problem **Task:** Determine the middle 40% of heights, expressed as a range between two values. 1. **Write the Probability Statement:** \[ P(x_1 < X < x_2) = 0.40 \] *Current incorrect entry: \( P(x_1 < X < x_2) = 64.64 \)* 2. **State the Two Values (rounded to one decimal place):** - \( x_1 = 70 \) (Incorrect) - \( x_2 = 30 \) (Incorrect) 3. **Sketch the Graph:** The graph depicted illustrates the normal distribution curve for the given scenario. Although the graph is not fully labeled with correct values, it represents the distribution with a bell-shaped curve. The \( x \)-axis represents the height in inches and has data points between 55 and 75 inches. Two normal distribution curves are presented, likely for comparing actual and estimated or experimental results. #### Conclusion The task invites the student to correctly identify the range of values for \( x_1 \) and \( x_2 \) that encapsulate the middle 40% based on the normal distribution. The given values and probability statement need adjustments to achieve accurate outcomes based on the provided statistical parameters.
**Educational Content: Understanding Binomial Distributions**

**Problem Statement:**
State the two values. (Round your answers to one decimal place.)

- \( x_1 = 70 \) (Incorrect)
- \( x_2 = 30 \) (Incorrect)

**Instructions:**
Sketch the graph.

**Graph Explanation:**

The image displays a set of four graphs depicting a binomial distribution:

1. **First Graph (Top Left):**
   - A bell-shaped curve is centered around a mean close to 70.
   - The x-axis ranges from 55 to 75.
   - The curve peaks around the middle of the x-axis, suggesting a symmetrical distribution.

2. **Second Graph (Top Right):**
   - Similar to the first graph, it shows another bell-shaped curve.
   - The peak also appears centered, aligning around the midpoint of the x-axis.
   - The x-axis is the same, ranging from 55 to 75.

3. **Third Graph (Bottom Left):**
   - A mirror image of the previous graphs with identical shape and axis.
   - It indicates similar symmetry and distribution around the peak.

4. **Fourth Graph (Bottom Right):**
   - The curve maintains the same structure as the other graphs.
   - Again, it seems to be centered around the mean of the x-axis.

**Note:** Red crosses indicate incorrect solutions for the given \( x_1 \) and \( x_2 \) values. It's important to evaluate the proper values and recalculate if necessary to fit the binomial distribution context.

**Additional Resources:**
For more information on interpreting binomial distributions and their applications in introductory statistics, refer to the additional materials section.

---

This content is aimed to provide an introductory understanding of binomial distributions, particularly focusing on the symmetry and structure of bell curves representing probabilistic outcomes.
Transcribed Image Text:**Educational Content: Understanding Binomial Distributions** **Problem Statement:** State the two values. (Round your answers to one decimal place.) - \( x_1 = 70 \) (Incorrect) - \( x_2 = 30 \) (Incorrect) **Instructions:** Sketch the graph. **Graph Explanation:** The image displays a set of four graphs depicting a binomial distribution: 1. **First Graph (Top Left):** - A bell-shaped curve is centered around a mean close to 70. - The x-axis ranges from 55 to 75. - The curve peaks around the middle of the x-axis, suggesting a symmetrical distribution. 2. **Second Graph (Top Right):** - Similar to the first graph, it shows another bell-shaped curve. - The peak also appears centered, aligning around the midpoint of the x-axis. - The x-axis is the same, ranging from 55 to 75. 3. **Third Graph (Bottom Left):** - A mirror image of the previous graphs with identical shape and axis. - It indicates similar symmetry and distribution around the peak. 4. **Fourth Graph (Bottom Right):** - The curve maintains the same structure as the other graphs. - Again, it seems to be centered around the mean of the x-axis. **Note:** Red crosses indicate incorrect solutions for the given \( x_1 \) and \( x_2 \) values. It's important to evaluate the proper values and recalculate if necessary to fit the binomial distribution context. **Additional Resources:** For more information on interpreting binomial distributions and their applications in introductory statistics, refer to the additional materials section. --- This content is aimed to provide an introductory understanding of binomial distributions, particularly focusing on the symmetry and structure of bell curves representing probabilistic outcomes.
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