When Tyler runs the 400 meter dash, his finishing times are normally distributed with a mean of 76 seconds and a standard deviation of 2.5 seconds. Using the empirical rule, determine the interval of times that represents the middle 99.7% of his finishing times in the 400 meter race

Respuesta :

Answer:

[tex]\mu -3\sigma = 76 -3*2.5 = 68.5[/tex]

[tex]\mu +3\sigma = 76 +3*2.5 = 83.5[/tex]

So then we expect the 99.7% of the finishing times would be between 68.5 s and 83.5 s for the 400 meters race

Step-by-step explanation:

Let X the random variable who represent the finishing times.

From the problem we have the mean and the standard deviation for the random variable X. [tex]E(X)=76, Sd(X)=2.5[/tex]

So then the parameters are [tex]\mu=76,\sigma=2.5[/tex]

On this case in order to check if the random variable X follows a normal distribution we can use the empirical rule that states the following:

The probability of obtain values within one deviation from the mean is 0.68 , within two deviations we have 0.95  and within 3 deviations from the mean is 0.997

And from this rule we have 99.7 % of the values within 3 deviations from the mean, so we can find the limits like this:

[tex]\mu -3\sigma = 76 -3*2.5 = 68.5[/tex]

[tex]\mu +3\sigma = 76 +3*2.5 = 83.5[/tex]

So then we expect the 99.7% of the finishing times would be between 68.5  s and 83.5 s for the 400 meters race