Math Problem Statement

uppose that 1000 students took an examination in Statistics and probability where the maximum score is 100. The mean of their scores is 70 and a standard deviation is 5. How many students obtain a score of 70 to 80 points?

Solution

To determine how many students scored between 70 and 80 points, we assume that the scores follow a normal distribution with a mean (μ\mu) of 70 and a standard deviation (σ\sigma) of 5.

Steps to Solve:

  1. Convert the scores to z-scores: The z-score formula is: z=xμσz = \frac{x - \mu}{\sigma} For the lower bound x=70x = 70: z1=70705=0z_1 = \frac{70 - 70}{5} = 0 For the upper bound x=80x = 80: z2=80705=2z_2 = \frac{80 - 70}{5} = 2

  2. Find the probabilities associated with these z-scores: Using the standard normal distribution table or a calculator:

    • For z1=0z_1 = 0: The cumulative probability is P(Z0)=0.5000P(Z \leq 0) = 0.5000.
    • For z2=2z_2 = 2: The cumulative probability is P(Z2)=0.9772P(Z \leq 2) = 0.9772.
  3. Calculate the probability between the z-scores: The probability of scoring between 70 and 80 points is: P(70X80)=P(Z2)P(Z0)P(70 \leq X \leq 80) = P(Z \leq 2) - P(Z \leq 0) P(70X80)=0.97720.5000=0.4772P(70 \leq X \leq 80) = 0.9772 - 0.5000 = 0.4772

  4. Determine the number of students: Since the total number of students is 1000, the number of students scoring between 70 and 80 is: Number of students=0.4772×1000=477.2\text{Number of students} = 0.4772 \times 1000 = 477.2

Final Answer:

Approximately 477 students scored between 70 and 80 points.


Do you want me to explain any step in more detail or provide additional examples?

Related Questions:

  1. What proportion of students scored below 70?
  2. How many students scored above 80 points?
  3. What is the z-score for a score of 85?
  4. What percentage of students scored between 60 and 70 points?
  5. How would the calculation change if the standard deviation were 10?

Tip:

When dealing with normal distributions, always sketch a quick bell curve and label the mean and standard deviations to visualize the problem better.

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Math Problem Analysis

Mathematical Concepts

Statistics
Probability
Normal Distribution
Standard Deviation
Z-scores

Formulas

z = (x - μ) / σ
P(a ≤ X ≤ b) = P(Z ≤ z2) - P(Z ≤ z1)

Theorems

Empirical Rule for Normal Distribution
Standard Normal Distribution

Suitable Grade Level

Grades 10-12