The owner of a fish market determined that the average weight for a catfish is 3.2 pounds with a standard deviation of 0.8 pound. A citation catfish should be one of the top 2% in weight. Assuming the weights of catfish are normally distributed, at what weight should the citation designation be established

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Answer:

4.844 pounds

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 = 3.2, \sigma = 0.8[/tex]

Top 2%.

X when Z has a pvalue of 1-0.02 = 0.98. So X when Z = 2.055.

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

[tex]2.055 = \frac{X - 3.2}{0.8}[/tex]

[tex]X - 3.2 = 2.055*0.8[/tex]

[tex]X = 4.844[/tex]

Answer:

The weight of the citation designation should be at 4.8432 pounds.

Explanation:

Given

Mean [tex]= 3.2 pounds.[/tex]

Standard deviation[tex]= 0.8 pound.[/tex]

Step 1:

Consider 'y' as one of the top weight, that is, [tex]y = 2 \% = 2.054 pounds.[/tex]

Let 'x' be the weight of the citation designation.

[tex]y = \frac{x-mean}{standard\ deviation}[/tex]

[tex]=2.054 = \frac{x-3.2}{0.8}[/tex]

[tex]=2.054\times 0.8 = x-3.2[/tex]

[tex]=1.6432 = x-3.2[/tex]

[tex]x = 1.6432+3.2[/tex]

 [tex]x = 4.8432[/tex]

Thus, at 4.8432 pounds citation designation be established.

To learn more about citation, refer:

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