Probability of Samples Containing Less than 1.6 mg of Suspended Particles?

AI Thread Summary
The discussion focuses on calculating the probability that at least 3 out of 4 water samples contain less than 1.6 mg of suspended particles, given that all samples contain less than 1.8 mg. The initial calculation incorrectly used the overall probability for samples less than 1.6 mg without conditioning on the samples being less than 1.8 mg. A correction was suggested to use the conditional probability P(X<1.6|X<1.8) for the binomial distribution. The user was advised to clarify their variable usage to avoid confusion. The conversation emphasizes the importance of correctly applying conditional probabilities in statistical calculations.
thereddevils
Messages
436
Reaction score
0

Homework Statement



The masses of suspended particles in a sample of water taken from a lake can be assumed to be a random variable which is normally distributed with mean 2.17 and variance 0.979. Find the probability that out of 4 samples of lake water known to contain less than 1.8 mg of suspended particles , at least 3 samples contain less than 1.6 mg of suspended particles.

Homework Equations





The Attempt at a Solution



probability of a sample less than 1.6 mg, P(X<1.6)=0.28227

X-B(4, 0.28227)

P(X>=3)=P(X=3)+P(X=4)=0.071

Probability of all 4 samples contain less than 1.8 mg of suspended particles = (0.3542)^4
= 0.015

So the required probability = 0.071/0.015 = 4.7

obviously that's wrong. Would appreciate if someone can point me to my errors.
 
Physics news on Phys.org
For one, you're using the variable X to represent two different random variables.

You basically have the right idea, but you want to take into account the fact that the samples are known to have less than 1.8 mg of suspended particles right from the start. Instead of using p=P(X<1.6) for the binomial distribution, use p=P(X<1.6|X<1.8).
 
vela said:
For one, you're using the variable X to represent two different random variables.

You basically have the right idea, but you want to take into account the fact that the samples are known to have less than 1.8 mg of suspended particles right from the start. Instead of using p=P(X<1.6) for the binomial distribution, use p=P(X<1.6|X<1.8).

thanks Vela.
 
I picked up this problem from the Schaum's series book titled "College Mathematics" by Ayres/Schmidt. It is a solved problem in the book. But what surprised me was that the solution to this problem was given in one line without any explanation. I could, therefore, not understand how the given one-line solution was reached. The one-line solution in the book says: The equation is ##x \cos{\omega} +y \sin{\omega} - 5 = 0##, ##\omega## being the parameter. From my side, the only thing I could...
Back
Top