Agricultural scientists are working on developing an improved variety of Roma tomatoes. Marketing research indicated that customers are likely to bypass Roma tomatoes that weigh less than 70 grams. The current variety of Roma tomato plants produce fruit that average 74 grams, but 11% of the tomatoes are too small. It is reasonable to assume that the distribution of weight of Roma Tomatoes follows a normal distribution.

What is the standard deviation of the weights of Roma tomatoes now being grown?

A. 0.2456 grams

B. 3.2520 grams

C. 3.2786 grams

D. 1.000 grams

Respuesta :

Answer:

C. 3.2786 grams

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.

In this problem, we have that:

[tex]\mu = 74[/tex]

11% of the tomatoes are too small.

This means that when X = 70, Z has a pvalue of 0.11. So Z = -1.22.

Then

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

[tex]-1.22 = \frac{70-74}{\sigma}[/tex]

[tex]-1.22\sigma = -4[/tex]

[tex]1.22\sigma = 4[/tex]

[tex]\sigma = \frac{4}{1.22}[/tex]

[tex]\sigma = 3.2786[/tex]

So the correct answer is:

C. 3.2786 grams