- IB
- Question Type 1: Choosing the correct distribution for a given context
If the acceptance probability is increased to and you observe calls, what is the probability exactly are accepted?
[3]Assuming the time between call arrivals is exponentially distributed with mean 3 minutes, what is the probability that you wait more than 5 minutes for the next call?
[3]Given calls arrive as a Poisson process at 20 calls per hour and each is independently accepted with probability , show the distribution of accepted calls in one hour and compute its mean.
[4]A call center handles 200 calls with acceptance probability . Use a Poisson approximation to find the probability it accepts at least 8 calls.
[4]Probability distributions - Negative binomial distribution
What is the probability that the 5th accepted call occurs on the 20th call attempt, with acceptance probability ?
[3]Identify the probability distribution for the number of calls a call center receives in a 2-hour period, given that it receives on average one call every 3 minutes. State the parameter(s) of the distribution.
[3]Calls arrive as a Poisson process with mean 100 per hour. Use the normal approximation to estimate , where is the number of calls in one hour.
[5]What is the probability there are no accepted calls in the next 15 minutes, given arrivals are Poisson at 5 per hour and each is accepted with probability ?
[4]This question assesses the ability to identify and apply the geometric distribution to calculate the probability of a first success occurring on a specific trial.
Find the probability that the first accepted call occurs on the 3rd call attempt, given that the probability of acceptance is for each independent call.
[3]For 50 independent calls with acceptance probability , state the distribution of the number of accepted calls and compute its mean and variance.
[4]Calls follow a Poisson process at a rate of 5 per hour. What is the probability that the time until the call is less than 30 minutes?
[4]A call center accepts each call independently with probability . What is the probability it accepts exactly calls out of ?
[3]