Pregunta
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\( 1 \leftarrow \) The mean IQ score for 1400 students is 100 , with a standard deviation of 5 . Assuming the scores have a normal curve, answer the following. a. How many have an IQ score between 95 and 105 ? b. How many have an IQ score between 90 and 110 ? 1 c. How many have an IQ score over 115 ? a. The number of students with an IQ score between 95 and 105 is (Round to the nearest person as needed.)

Ask by George Gray. in the United States
Feb 03,2025

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Approximately 956 students have an IQ score between 95 and 105.

Solución

To determine the number of students with an IQ score between 95 and 105, we'll use the properties of the normal distribution. ### Given: - **Mean (μ):** 100 - **Standard Deviation (σ):** 5 - **Total Number of Students:** 1400 ### Step-by-Step Calculation: 1. **Identify the Range in Terms of Standard Deviations:** - The range 95 to 105 is ±1 standard deviation from the mean. 2. **Percentage of Data Within ±1 Standard Deviation:** - In a normal distribution, approximately **68.27%** of the data falls within ±1 standard deviation from the mean. 3. **Calculate the Number of Students:** \[ \text{Number of Students} = 1400 \times 0.6827 \approx 1400 \times 0.6827 = 955.78 \] 4. **Round to the Nearest Whole Number:** - Approximately **956** students have an IQ score between 95 and 105. ### **Answer:** Approximately **956** students have an IQ score between 95 and 105.

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The Deep Dive

To find the number of students with an IQ score between 95 and 105, we can use the properties of the normal distribution. The mean \( \mu \) is 100 and the standard deviation \( \sigma \) is 5. Now, we will calculate the z-scores for 95 and 105: For 95: \[ z = \frac{(95 - 100)}{5} = -1 \] For 105: \[ z = \frac{(105 - 100)}{5} = 1 \] Using the standard normal distribution table, we find: - The area below \( z = 1 \) is approximately 0.8413. - The area below \( z = -1 \) is approximately 0.1587. To find the area between these z-scores: \[ 0.8413 - 0.1587 = 0.6826 \] Now, multiply by the total number of students: \[ 0.6826 \times 1400 \approx 956 \] So, the number of students with an IQ score between 95 and 105 is approximately **956 students**. Now, regarding your other queries: For part b, to find how many students have an IQ score between 90 and 110: Calculate the z-scores for 90 and 110: For 90: \[ z = \frac{(90 - 100)}{5} = -2 \] For 110: \[ z = \frac{(110 - 100)}{5} = 2 \] Using the standard normal distribution table again: - The area below \( z = 2 \) is approximately 0.9772. - The area below \( z = -2 \) is approximately 0.0228. So, the area between these z-scores is: \[ 0.9772 - 0.0228 = 0.9544 \] Now, multiply by the total number of students: \[ 0.9544 \times 1400 \approx 1336.16 \] Rounding to the nearest person, about **1336 students** have an IQ score between 90 and 110. For part c, to find how many have an IQ score over 115, we can calculate the z-score for 115: \[ z = \frac{(115 - 100)}{5} = 3 \] The area below \( z = 3 \) is approximately 0.9987. Thus, the area above it (for scores over 115) is: \[ 1 - 0.9987 = 0.0013 \] Finally, multiplying by the total number of students gives: \[ 0.0013 \times 1400 \approx 1.82 \] Therefore, rounding to the nearest person, about **2 students** have an IQ score over 115.

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