Practice Derivation of Poisson Distribution as a Limit of Binomial Distribution - 19.X.3 | 19. Poisson Distribution | Mathematics - iii (Differential Calculus) - Vol 3
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

In a Binomial distribution, what parameters define the model?

💡 Hint: Think about what characterizes a Binomial experiment.

Question 2

Easy

What does the λ (lambda) represent in the Poisson distribution?

💡 Hint: This is a rate parameter.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What is the condition necessary for the Binomial distribution to approach the Poisson distribution?

  • n becomes finite
  • n approaches infinity and p approaches zero
  • p becomes 1

💡 Hint: Consider 'infinity' as a keyword.

Question 2

True or False: The mean and variance of the Poisson distribution are both equal to λ.

  • True
  • False

💡 Hint: Recall the properties of the Poisson distribution.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

A renewable energy facility produces, on average, 20 power outages per month. Calculate the probability of having exactly 5 outages next month. Use λ=20.

💡 Hint: Convert the values into the Poisson formula carefully.

Question 2

Discuss how you would use the Poisson distribution to model the call volume in a call center with an average of 10 calls per hour. What assumptions must be kept in mind?

💡 Hint: Think about independence and rate stability.

Challenge and get performance evaluation