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 () of 70 and a standard deviation () of 5.
Steps to Solve:
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Convert the scores to z-scores: The z-score formula is: For the lower bound : For the upper bound :
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Find the probabilities associated with these z-scores: Using the standard normal distribution table or a calculator:
- For : The cumulative probability is .
- For : The cumulative probability is .
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Calculate the probability between the z-scores: The probability of scoring between 70 and 80 points is:
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Determine the number of students: Since the total number of students is 1000, the number of students scoring between 70 and 80 is:
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:
- What proportion of students scored below 70?
- How many students scored above 80 points?
- What is the z-score for a score of 85?
- What percentage of students scored between 60 and 70 points?
- 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
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