SOLUTION: A particular fruit's weights are normally distributed, with a mean of 375 grams and a standard deviation of 21 grams. If you pick 13 fruits at random, then 6% of the time, their m

Algebra.Com
Question 1204331: A particular fruit's weights are normally distributed, with a mean of 375 grams and a standard deviation of 21 grams.
If you pick 13 fruits at random, then 6% of the time, their mean weight will be greater than how many grams?
Give your answer to the nearest gram.

Found 2 solutions by Theo, math_tutor2020:
Answer by Theo(13342)   (Show Source): You can put this solution on YOUR website!
the mean is 375 grams.
the standard devitiion is 21 grams.
your sample size is 13.
since you are looking for the mean of a distribution of sample means of size 13, then use the standard error rther than the standard deviation.

standard error = standard devation / sqrt(sample size) = 21 / sqrt(13) = 5.824352.

z-score = (x - m) / s = (x -375) / 5.824352.

you don't know the z-score and you don't know the raw score, but you do know tha the probability of the z-score being greater than a certain value is .06.

yoou would either look into a table or use a calculator to find the z-score that have .06 probability that other z-scores will be greater than it.

i used the ti-84 plus to find that the z-score that has .06 of the area under the normal distribution curve greater than it is equal to 1.554774.

i used the z-score formula to find the raw score.
z = (x - m) / s becomes 1.554774 = (x - 375) / 5.824352.
i solved for x to get:
x = 1.554774 * 5.824352 + 375 = 384.055551.
that's your solution.

If you pick 13 fruits at random, then 6% of the time, their mean weight will be greater than 384.055551 grams.
round to the nearest gram to get 384 grams.

here's a visual representation of what that looks like on a normal distribution graph.

when you are looking for a value from an area .....



when you are looking for an area from a value .....



if you are looking for the vlue (x in the formula of z = (x - m) / s, thn you need to put in the standard devation or standard error, whichever is approapriate (in this case the standard error because you are looking for the mean of a sample).

if you are looking for the z-score (z in the formula of z = (x - m) / s, then you need to put in a 0 form the mean and a 1 for the standard deviation.

the z-score will be the same whether you are looking for an element of a distribution of the mean of a distribuion of sample elements.

what makes the raw scores different is whether you used the standard deviation (looking for a single element) or the standard error (looking for the mean of a sample of specified size).

in this particular problem, you were looking for the mean of a sample of a specified size.
that's why you are using the standard error, rather than the standard deviation.


Answer by math_tutor2020(3816)   (Show Source): You can put this solution on YOUR website!

Tutor Theo is using this stats calculator
https://davidmlane.com/normal.html

RELATED QUESTIONS

A particular fruit's weights are normally distributed, with a mean of 582 grams and a... (answered by ikleyn,greenestamps)
A particular fruit's weights are normally distributed, with a mean of 380 grams and a... (answered by ikleyn)
A particular fruit's weights are normally distributed, with a mean of 509 grams and a... (answered by VFBundy)
A particular fruit's weights are normally distributed, with a mean of 756 grams and a... (answered by Theo)
A particular fruit's weights are normally distributed, with a mean of 616 grams and a... (answered by ewatrrr)
A particular fruit's weights are normally distributed, with a mean of 255 grams and a... (answered by Boreal)
A particular fruit's weights are normally distributed with a mean of 250 grams and a... (answered by ikleyn,math_tutor2020)
A particular fruit's weights are normally distributed, with a mean of 515 grams and a... (answered by Boreal)
A particular fruit's weights are normally distributed, with a mean of 410 grams and a... (answered by Boreal)