The Environment Protection Agency (EPA) limits the amount of vinyl chloride in the plant air emissions to no more than 10 parts per millions. Suppose a mean emission of vinyl chloride for a particular plant is 4 parts per million. Assume the number of parts per million of vinyl chloride in air sample x, follows a Poisson probability distribution: What is the standard deviation of the plant Is it likely that a sample of air from the plant would yield a value of x that would exceed the EPA limit? Explain. Note that P(x≤9) = 991868
Continuous Probability Distributions
Probability distributions are of two types, which are continuous probability distributions and discrete probability distributions. A continuous probability distribution contains an infinite number of values. For example, if time is infinite: you could count from 0 to a trillion seconds, billion seconds, so on indefinitely. A discrete probability distribution consists of only a countable set of possible values.
Normal Distribution
Suppose we had to design a bathroom weighing scale, how would we decide what should be the range of the weighing machine? Would we take the highest recorded human weight in history and use that as the upper limit for our weighing scale? This may not be a great idea as the sensitivity of the scale would get reduced if the range is too large. At the same time, if we keep the upper limit too low, it may not be usable for a large percentage of the population!
- The Environment Protection Agency (EPA) limits the amount of vinyl chloride in the plant air emissions to no more than 10 parts per millions. Suppose a mean emission of vinyl chloride for a particular plant is 4 parts per million. Assume the number of parts per million of vinyl chloride in air sample x, follows a Poisson
probability distribution:- What is the standard deviation of the plant
- Is it likely that a sample of air from the plant would yield a value of x that would exceed the EPA limit? Explain. Note that P(x≤9) = 991868
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