Suppose babies born after a gestation period of 32 to 35 weeks have a mean weight of 2900 grams and a standard deviation of 800 grams while babies born after a gestation period of 40 weeks have a mean weight of 3200 grams and a standard deviation of 475 grams. If a 32​-week gestation period baby weighs 2700 grams and a 40​-week gestation period baby weighs 3000 ​grams, find the corresponding​ z-scores. Which baby weighs less relative to the gestation​ period?

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Answer:

The z-score of the 32 week gestation period baby is -0.25.

The z-score of the 40 week gestation period baby is -0.42.

The 40 week gestation period baby has the lower z-score, so he weighs less relative to the gestation​ period.

Step-by-step explanation:

Problems of normally distributed samples are solved using the z-score formula.

In a set with mean [tex]\mu[/tex] and standard deviation [tex]\sigma[/tex], the zscore of a measure X is given by:

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the pvalue, we get the probability that the value of the measure is greater than X.

Which baby weighs less relative to the gestation​ period?

Whoever has the lower z-score.

32 week baby:

Mean weight of 2900 grams and a standard deviation of 800 grams. 32​-week gestation period baby weighs 2700 grams. We have to find Z when [tex]X = 2700, \mu = 2900, \sigma = 800[/tex]. So

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{2700 - 2900}{800}[/tex]

[tex]Z = -0.25[/tex]

The z-score of the 32 week gestation period baby is -0.25.

40 week baby:

Mean weight of 3200 grams and a standard deviation of 475 grams. 40​-week gestation period baby weighs 3000 ​grams. We have to find Z when [tex]X = 3000, \mu = 3200, \sigma = 475[/tex]. So

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{3000 - 3200}{475}[/tex]

[tex]Z = -0.42[/tex]

The z-score of the 40 week gestation period baby is -0.42.

The 40 week gestation period baby has the lower z-score, so he weighs less relative to the gestation​ period.