Knowee
Questions
Features
Study Tools

A normal random variable X has mean 5.6 and standard deviation 1.2. For which c> 0 does the equality P(-c≤x≤c) 0.9 hold? Round to two decimal places if needed.

Question

A normal random variable X has mean 5.6 and standard deviation 1.2. For which c > 0 does the equality

P(cxc)=0.9 P(-c \leq x \leq c) = 0.9

hold? Round to two decimal places if needed.

🧐 Not the exact question you are looking for?Go ask a question

Solution

To solve this problem, we need to standardize the normal random variable X. We do this by subtracting the mean and dividing by the standard deviation. This gives us Z = (X - 5.6) / 1.2.

The probability P(-c ≤ X ≤ c) = 0.9 is equivalent to P(-c ≤ Z ≤ c) = 0.9 after standardization.

Since the total probability under the standard normal curve is 1, and we know that P(-c ≤ Z ≤ c) = 0.9, this means that the total probability in the tails of the distribution is 1 - 0.9 = 0.1.

Because the standard normal distribution is symmetric, the probability in each tail of the distribution is 0.1 / 2 = 0.05.

We can now use a standard normal distribution table or a Z-score calculator to find the value of c that corresponds to a tail probability of 0.05. This value is approximately 1.645.

However, this is the standardized value. To get the value of c for the original variable X, we need to transform it back using the formula c = Z * standard deviation + mean.

Substituting the values we have, c = 1.645 * 1.2 + 5.6 = 7.574.

So, for c > 0, the equality P(-c ≤ X ≤ c) = 0.9 holds when c is approximately 7.57 (rounded to two decimal places).

This problem has been solved

Similar Questions

Given that Z is a standard normal random variable, what is the value of Z if the area to the right of Z is 0.5?Question 9Select one:a.0.0145b.0.0012c.0.0000

Let z be a normal random variable with mean 0 and standard deviation 1. What is P(z > -1.1)?Select one:a.0.36432.b.0.8643.c.0.1357.d.-0.1357.e.-0.8643.

Let Y be a random variable as followsP(Y=-6) = 0.1P(Y=-1) = 0.1P(Y=0) = 0.1P(Y=1) = cthen what is the value of c (give your answer to 1dp)?

The standard deviation of any normal random variable is always equal to one.*2 pointsFALSETRUE

Suppose Z follows the standard normal distribution. Use your z table, to determine the value of c so that the following is true.2 points0.10.30.50.7

1/2

Upgrade your grade with Knowee

Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.