Math Problem Statement
In a recent year, the total scores for a certain standardized test were normally distributed, with a mean of 500 and a standard deviation of 10.7. Answer parts (a)dash(d) below. Question content area bottom Part 1 (a) Find the probability that a randomly selected medical student who took the test had a total score that was less than 490. The probability that a randomly selected medical student who took the test had a total score that was less than 490 is enter your response here. (Round to four decimal places as needed.)
Solution
To find the probability that a randomly selected medical student had a total score less than 490, we need to calculate the z-score first and then use the standard normal distribution.
Step 1: Calculate the z-score
The z-score formula is given by:
Where:
- (the score we are comparing),
- (the mean score),
- (the standard deviation).
Substituting the values:
Step 2: Find the probability
The probability corresponds to the area to the left of the z-score. We can look up the z-score of in the standard normal distribution table or use a calculator or software to find the corresponding probability.
Using a standard normal distribution table or a calculator:
Thus, the probability that a randomly selected student scored less than 490 is approximately 0.1747.
Final Answer:
The probability is 0.1747 (rounded to four decimal places).
Would you like more details or have additional questions on this? Here are some related questions:
- How do you find the probability for scores greater than a given value in a normal distribution?
- How do you interpret a z-score and its associated probability in real-world terms?
- What is the impact of changing the mean or standard deviation on the probability?
- How can you find the probability of a score falling between two values in a normal distribution?
- How does the normal distribution relate to other types of probability distributions?
Tip: To calculate probabilities for other values, simply calculate the corresponding z-scores and refer to the standard normal distribution table or use a calculator with statistical functions.
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Math Problem Analysis
Mathematical Concepts
Normal Distribution
Z-Score
Probability
Formulas
Z-score formula: z = (X - μ) / σ
Theorems
Standard Normal Distribution
Z-Score Table
Suitable Grade Level
Grades 11-12
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