SOLUTION: Can someone help me? Thank you. A production line produces bags of sugar that follow a normal distribution with a mean weight of 1.01kg and a standard deviation of 0.02kg. If P(

Algebra.Com
Question 1099250: Can someone help me? Thank you.
A production line produces bags of sugar that follow a normal distribution with a mean weight of 1.01kg and a standard deviation of 0.02kg.
If P(X≥b)=0.9330, then what is the value of b?

Answer by Theo(13342)   (Show Source): You can put this solution on YOUR website!
mean is 1.01 kg.
standard deviation is .02 kg.

you want to find b in the formula p(x >= b) = .9330

you can use a z-score calculator find p(x >= b) = .9330.

that will tell you the z-score associated with an area under the normal distribution curve that is to the right of that z-score.

the area to the right of any z-score is equal to 1 minus the area to the left of that z-score.

therefore you are looking for an area to the left of the z-score equal to 1 - .9330 = .0670.

without getting into the details of how i found that just yet, the z-score would be equal to -1.499

that would be the z-score that had an area to the right of it of .9330, or equivalently, an area to the left of it of .0670.

the following pictures from an online z-score calculator show that to be true.
the first picture looks for an area to the right of .9330.
the second picture looks for an area to the left of .0670

$$$

$$$

i used my TI-84 PLUS scientific calculator to find the z-score and i got a z-score of -1.498513067 which can be rounded to -1.499.

the online z-score distribution calculator can be found at http://davidmlane.com/hyperstat/z_table.html

the TI-84 PLUS can be found on EBAY at a reasonable cost (used).

i paid around $40 for mine.

you can also use z-score tables to find the result manually.

one such table can be found at http://www.stat.ufl.edu/~athienit/Tables/Ztable.pdf

using this table, i looks for an area under the normal distribution curve to the left of the indicated z-score of .0670.

the translation was necessary since the table only shows the area to the left of the indicated z-score.

i found that an area to the left of .0681 gave me a z-score of -1.49 and an area to the left of .0668 gave me a z-score of -1.5.

a manual interpolation to find the z-score for an area to the left of that z-score of .0670 yielded -1.498 which is very close to the mechanically generated z-score of -1.499.

the difference has to do with rounding and interpolation techniques.
the mechanically generated results are more accurate.

once the z-score is found, then you need to find the raw score correlated to that.

the formula for z-score is z = (x-m)/s

x is the raw score.
z is the z-score.
m is the mean.
s is the stnadard deviation.

you are given the mean is 1.01 kg.
you are given the standard deviation is .02 kg.
you have found that the z-score is -1.499

the formula becomes -1.499 = (x-1.01) / .02

solve for x to get x = .02 * -1.499 + 1.01.

this gets you x = .98002 kg which can be rounded to .98 kg

the online normal distribution calculator shows this to be true.

using the calculator this way, you simply replace 0 with the actual mean and 1 with the actual standard deviation.

here's what the online normal distribution calculator shows when you do that.

$$$

any questions about how to do any of this, just send me an email with your questions and i'll explain as best i can.

your questions asked you the following:

A production line produces bags of sugar that follow a normal distribution with a mean weight of 1.01kg and a standard deviation of 0.02kg.
If P(X≥b)=0.9330, then what is the value of b?

if b is the z-score, then the answer would be b = -1.499.

if b is the raw score, then the answer would be b = .98 kg.

i believe they're looking for the raw score, so b = .98 is probably that.





RELATED QUESTIONS

A manufacturing process produces bags of cookies. The distribution of content weights of (answered by stanbon)
a manufacturing process produces bags of cookies. the distribution of conttent weights of (answered by stanbon)
Let the random variable X follow a normal probability distribution with a mean 10 and a... (answered by stanbon)
Hello¡ I am sorry, but i really need help with this problem. i have no idea of how to do... (answered by stanbon)
Let the random variable X follow a normal probability distribution with a mean 10 and a... (answered by stanbon)
If X has a normal distribution with mean 80 and standard deviation 12, what is the... (answered by stanbon)
I am having problems with normal distrubution problems and have no good example to... (answered by stanbon)
A paint manufacturing company claims that the mean drying time for its paint is not more... (answered by ewatrrr)
Problem 10-36. The Rutter Nursery Company packages their pine bark mulch in 50-pound... (answered by stanbon)