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Answer :
The probability calculations for different scenarios involving rose stem lengths and Z-scores are provided.
Normal distribution, also known as the Gaussian distribution, is a probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean.
The first advantage of the normal distribution is that it is symmetric and bell-shaped. This shape is useful because it can be used to describe many populations, from classroom grades to heights and weights.
Normal distributions are symmetric, unimodal, and asymptotic, and the mean, median, and mode are all equal. A normal distribution is perfectly symmetrical around its center.
The probability calculations are as follows:
a. The probability that a rose stem will be shorter than 19.7 inches is 0.7978.
b. The probability that a rose is considered a long stem rose if its length is over 21.7 inches is 0.0717.
c. The maximum stem length for a rose to qualify as a corsage is 12.7493 inches.
d. The correct interpretation of a Z-score of 0.93 is that the stem length is 0.93 standard deviations longer than the average rose stem length.
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