What type of probability distribution will most likely be used to analyze the number of chocolate chip parts per cookie in the following problem?

The quality control manager of Marilyn's Cookies is inspecting a batch of chocolate chip cookies. When the production process is in control, the average number of chocolate chip parts per cookie is
1). The manager is interested in analyzing the probability that any particular cookie being inspected has fewer than 5.0 chip parts.
A) Poisson distribution
B) hypergeometric distribution
C) binomial distribution
D) none of the above

Question

What type of probability distribution will most likely be used to analyze the number of chocolate chip parts per cookie in the following problem?

The quality control manager of Marilyn's Cookies is inspecting a batch of chocolate chip cookies. When the production process is in control, the average number of chocolate chip parts per cookie is
1). The manager is interested in analyzing the probability that any particular cookie being inspected has fewer than 5.0 chip parts.
A) Poisson distribution
B) hypergeometric distribution
C) binomial distribution
D) none of the above

Quizplus · Accepted Answer

The Poisson distribution is used when analyzing the probability of rare events occurring in a fixed interval, which is appropriate for the number of chocolate chip parts per cookie. Additionally, the question only asks about the probability of having fewer than 5.0 chip parts, which is a specific scenario that can be modeled using the Poisson distribution.

What Type of Probability Distribution Will Most Likely Be Used