A different species of cockroach has weights that are approximately Normally distributed with a mean of 50 grams. After measuring the weights of many of these cockroaches, a lab assistant reports that 14% of the cockroaches weigh more than 55 grams. Based on this report, what is the approximate standard deviation of weight for this species of cockroaches?

Answer :

Answer:

The standard deviation of weight for this species of cockroaches is 4.62.

Step-by-step explanation:

Given : A different species of cockroach has weights that are approximately Normally distributed with a mean of 50 grams. After measuring the weights of many of these cockroaches, a lab assistant reports that 14% of the cockroaches weigh more than 55 grams.

To find : What is the approximate standard deviation of weight for this species of cockroaches?

Solution :

We have given,

Mean [tex]\mu=50[/tex]

The sample mean x=55

A lab assistant reports that 14% of the cockroaches weigh more than 55 grams.

i.e. P(X>55)=14%=0.14

The total probability needs to sum up to 1,

[tex]P(X\leq 55)=1-P(X>55)[/tex]

[tex]P(X\leq 55)=1-0.14[/tex]

[tex]P(X\leq 55)=0.86[/tex]

The z-score value of 0.86 using z-score table is z=1.08.

Applying z-score formula,

[tex]z=\frac{x-\mu}{\sigma}[/tex]

Where, [tex]\sigma[/tex] is standard deviation

Substitute the values,

[tex]z=\frac{x-\mu}{\sigma}[/tex]

[tex]1.08=\frac{55-50}{\sigma}[/tex]

[tex]1.08=\frac{5}{\sigma}[/tex]

[tex]\sigma=\frac{5}{1.08}[/tex]

[tex]\sigma=4.62[/tex]

The standard deviation of weight for this species of cockroaches is 4.62.

mrinal2390

Answer:

a 4.6 on the text BTW

Step-by-step explanation:

bye good luck

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