Stath Question..
You really don't know?
The exponential distribution is \[ P(X=x) = \lambda e^{-\lambda x}=5e^{-5x} \]
Since there are \(35\) rings and they want a mean of \(4\) then that means the total of the diameters is \(140\).
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..
\[\theta=\frac{1} {\lambda}\\P(X>4) = \frac{1}{\frac{1}{5}} e^{-\frac{1}{\frac{1}{5}} x}=5e^{-5x}\]
when we take integral from 4 to inf. it is almost zero..
Aren't you supposed to find the probability that the sum of the independent exponential distributions are greater than \(140\)?
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
for exp. dist. theta=mu and theta=sigma
lol, the probability is 0?
not exactly almost, so small..
2.061153622*10^-9
I used mathematica and got that..
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.
You could get the precise value using Erlang CDF actually.
what is that?
Erlang PDF is the sum of identical independent exponential distributions.
So you'd use \(X\sim Erlang(k=35,\lambda =5)\) and you'd want \(\Pr(X>140)\)
thanks for extra info (:
Join our real-time social learning platform and learn together with your friends!