Solved Problems
Problem 1: Binomial Distribution in Quality Control (Basic)
A batch of concrete cylinders has a 10% chance () of failing a strength test. If 5 cylinders are randomly selected for testing (), what is the probability that exactly 1 fails?
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Problem 2: Poisson Distribution for Traffic Flow (Intermediate)
Vehicles arrive at a toll booth at an average rate of per minute. What is the probability of exactly 2 arrivals in a given minute?
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Problem 3: Poisson Distribution with Intervals (Intermediate)
The number of potholes on a highway follows a Poisson distribution with an average of 2 potholes per mile (). What is the probability that there are at least 1 pothole in a specific mile?
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Problem 4: Geometric Distribution in Manufacturing (Advanced)
A robotic welder on a manufacturing line produces a defective joint with a probability of . The machine produces joints until a defective one is found, at which point it is shut down for calibration. What is the probability that the machine produces exactly 10 good joints before the first defective one?
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