High School

Heights of 10-year-old children, regardless of sex, closely follow a normal distribution with a mean of 55.1 inches and a standard deviation of 6.8 inches. Round answers to four decimal places.

a) What is the probability that a randomly chosen 10-year-old child is less than 51.7 inches?

Answer :

To find the probability that a 10 year old child is under 51.7 inches, we calculate the z-score which is -0.5. On referring to the z-table, the probability associated with this z-score is approximately 0.3085 or 30.85%.

The subject of the question is Mathematics, more specifically, Statistics. To find the probability that a randomly chosen 10 year old child is less than 51.7 inches, we need to convert the height into a z-score. The z-score is a measure of how many standard deviations an element is from the mean. This is calculated using the formula:

z = (x - μ) / σ

Where 'x' is the value (51.7), 'μ' is the mean (55.1), and 'σ' is the standard deviation (6.8).

So, the z-score would be:

z = (51.7 - 55.1) / 6.8 = -0.5

The next step is to use the standard normal distribution table or calculator to find the probability associated with this z-score. The probability that a z-score is less than -0.5 is approximately 0.3085 or 30.85%. So the probability that a randomly chosen 10 year old child is less than 51.7 inches is approximated to be 0.3085.

Learn more about the topic of z-table here:

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