You have a factory that manufactures a specific IC chips. You would like to run

Question

You have a factory that manufactures a specific IC chips. You would like to run an inventory to determine the number of defected IC chips among the manufactured ones. Explain when you will be using the following distributions (i.e., build an experiment for each of the following distributions): 1. Bernoulli 2. Binomial 3. Poisson 4. Hypergeometric 5. Geometric 6. Negative Binomial 7. Multinomial 8. Normal For each of the aforementioned distributions, define your random variable and the mathematical formula for the distribution.

Explanation / Answer

let x1, x2, x3, ..., xn be the random sample from the distribution, manufactured IC chips may be defective with probability 0.5. out of n manufacturing, IC chips may the certain amount of chips defective. This probability may be calculated with help of Binomial distribution. As we know that Bernoulli distribution is a a special case of Binomial distribution.

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