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Mathematics 21 Online
OpenStudy (anonymous):

Stath Question..

OpenStudy (anonymous):

OpenStudy (anonymous):

You really don't know?

OpenStudy (anonymous):

The exponential distribution is \[ P(X=x) = \lambda e^{-\lambda x}=5e^{-5x} \]

OpenStudy (anonymous):

Since there are \(35\) rings and they want a mean of \(4\) then that means the total of the diameters is \(140\).

OpenStudy (anonymous):

that is my problem, we are using \[P(X=x) = \frac{1}{\theta} e^{-\frac{1}{\theta} x}\] and I do not know why, it is confusing me..

OpenStudy (anonymous):

\[\theta=\frac{1} {\lambda}\\P(X>4) = \frac{1}{\frac{1}{5}} e^{-\frac{1}{\frac{1}{5}} x}=5e^{-5x}\]

OpenStudy (anonymous):

when we take integral from 4 to inf. it is almost zero..

OpenStudy (anonymous):

Aren't you supposed to find the probability that the sum of the independent exponential distributions are greater than \(140\)?

OpenStudy (anonymous):

we are using central limit theorem. since it is not normal, but we have n=35>30 we can assume it is normal and X~N(1/5,1/5/(sqrt35)) by using TI-89 Normalcdf(4,inf,1/5,1/5/(sqrt35))=0

OpenStudy (anonymous):

for exp. dist. theta=mu and theta=sigma

OpenStudy (anonymous):

lol, the probability is 0?

OpenStudy (anonymous):

not exactly almost, so small..

OpenStudy (anonymous):

2.061153622*10^-9

OpenStudy (anonymous):

I used mathematica and got that..

OpenStudy (anonymous):

Let me think, the \(z\) score would be \[ z = \frac{4-5^{-1}}{5^{-1}}=20-1= 19 \]19 standard deviations away from the mean.

OpenStudy (anonymous):

You could get the precise value using Erlang CDF actually.

OpenStudy (anonymous):

what is that?

OpenStudy (anonymous):

Erlang PDF is the sum of identical independent exponential distributions.

OpenStudy (anonymous):

So you'd use \(X\sim Erlang(k=35,\lambda =5)\) and you'd want \(\Pr(X>140)\)

OpenStudy (anonymous):

http://en.wikipedia.org/wiki/Erlang_distribution

OpenStudy (anonymous):

thanks for extra info (:

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