Suppose that the heights of males in the U.S. follow a normal distribution with a mean of 70 inches and a standard deviation of 4 inches. If we took a random sample of 54 U.S. males, what is the probability that (a) The sample mean height will be less than 69 inches

Respuesta :

The probability that the sample mean height will be less than 69 inches is 0.966 or 96.6%.

What is normal distribution?

The normal distribution, like any other probability distribution, defines how well the values of a statistic are distributed. Because it accurately captures the range of values for many natural occurrences, it is the most significant probability distribution in statistics.

The formula for normal distribution is;

[tex]Z=\frac{\bar{X}-\mu}{\left(\frac{\sigma}{\sqrt{n}}\right)}[/tex]

Where, X is the sample average( = 69).

μ is the mean (= 70).

σ is the standard distribution ( = 4)

n is the sample size (= 54).

Substituting above values in the formula;

[tex]z=\frac{69-70}{\left(\frac{4}{\sqrt{54}}\right)}[/tex]

z = -1.83

So the likelihood that it sample mean is less than 69 would be the probability of Z will be greater than -1.83 This is determined using the Z-table:

P( < 69) = P(Z < -1.83) = 0.966

Therefore, the probability for getting the sample mean height will be less than 69 inches is 0.966 or 96%.

To know more about the normal distribution, here

https://brainly.com/question/6476990

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