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:

z=Xμσz = \frac{X - \mu}{\sigma}

Where:

  • X=490X = 490 (the score we are comparing),
  • μ=500\mu = 500 (the mean score),
  • σ=10.7\sigma = 10.7 (the standard deviation).

Substituting the values:

z=49050010.7=1010.70.9346z = \frac{490 - 500}{10.7} = \frac{-10}{10.7} \approx -0.9346

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 0.9346-0.9346 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:

P(Z<0.9346)0.1747P(Z < -0.9346) \approx 0.1747

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:

  1. How do you find the probability for scores greater than a given value in a normal distribution?
  2. How do you interpret a z-score and its associated probability in real-world terms?
  3. What is the impact of changing the mean or standard deviation on the probability?
  4. How can you find the probability of a score falling between two values in a normal distribution?
  5. 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