Practice Properties of PDF - 13.1.3 | 13. Probability Density Function (pdf) | 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

What does non-negativity mean in the context of a PDF?

πŸ’‘ Hint: Think about the probabilities and their range.

Question 2

Easy

True or False: The total area under a PDF curve must equal one.

πŸ’‘ Hint: Consider probabilities summing to 100%.

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 a key characteristic of a valid PDF?

  • It can take negative values
  • It must be non-negative
  • It can sum over to more than one

πŸ’‘ Hint: Remember, probabilities cannot be negative.

Question 2

True or False: The total area under a PDF equals zero.

  • True
  • False

πŸ’‘ Hint: Think about the definition of a PDF.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Propose a PDF for a scenario in which the variable X represents time taken to complete a task and demonstrate how you would find the probability of completing the task within a specific timeframe.

πŸ’‘ Hint: Use the properties of uniform distributions.

Question 2

Create a continuous random variable with a given PDF and calculate the expected value and variance.

πŸ’‘ Hint: Work through the formula for expected value and variance iteratively.

Challenge and get performance evaluation