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Homework Help: According to the article "Are Babies Normal?" by Traci Clemons and Marcello Pagano published in The American Statistician, Vol. 53, No. 4, pp. 298-302, the birth weights of babies are normally distributed with a mean of 3320 grams and a standard deviation of 564 grams.

1. What is the probability that the average weight of 13 randomly selected babies is between 3000 grams and 3600 grams? Round your answer to 4 decimal places.

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Answer:

Explanation:

User Damian Petla
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The probability that the average weight of 13 randomly selected babies is between 3000 grams and 3600 grams, rounded to 4 decimal places, is 0.4682.

To solve this problem:

Step 1: Determine the parameters of the normal distribution

The mean of the normal distribution is given as μ = 3320 grams.

The standard deviation of the normal distribution is given as σ = 564 grams.

Step 2: Determine the z-scores of the two weight limits

The z-score of the lower weight limit (3000 grams) is calculated as:

z = (3000 - μ) / σ = (3000 - 3320) / 564 ≈ -0.57

The z-score of the upper weight limit (3600 grams) is calculated as:

z = (3600 - μ) / σ = (3600 - 3320) / 564 ≈ 0.50

Step 3: Calculate the probability using a z-table or calculator

The probability that the average weight of 13 randomly selected babies is between 3000 grams and 3600 grams can be calculated using a z-table or a calculator with a normal distribution function (cdf).

Using a z-table, find the areas between z = -0.57 and z = 0.50. The area between z = -0.57 and z = 0 is 0.2233, and the area between z = 0 and z = 0.50 is 0.6915. Subtracting the two areas, we get:

P(-0.57 < z < 0.50) = 0.6915 - 0.2233 ≈ 0.4682

Step 4: Round the answer to 4 decimal places

Therefore the probability that the average weight of 13 randomly selected babies is between 3000 grams and 3600 grams, rounded to 4 decimal places, is 0.4682.

User MrGreg
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