Continuous Random Variables and Density Functions · seed 1 · A4, ink-friendly. The answer key prints on its own page for grown-ups.
به انگلیسی

Chance as area under a curve

Mathematics · Probability · ages 19-20
Name ______________________   Date ____________
  1. X is uniform on [0, 10]. Find P(2 < X < 5). Give a decimal.

    Answer: ______________

  2. f(x) = kx on [0, 5] and 0 elsewhere is a density. Which value of k makes it valid?

    • 0.2
    • 0.4
    • 0.08
    • 0.5
  3. X is uniform on [0, 4], so its density is 1/4 there and 0 elsewhere. Which check confirms it is valid?

    • The curve never dips below zero and the total area equals 1
    • The curve reaches density height 1 at every point between 0 and 4
    • The width 4 and height 1/4 give a rectangle whose total area is 0
  4. Mia says P(X = 2) = 1/4 for X uniform on [0, 4], because f(2) = 1/4.

    Circle one:   True   False

  5. For a continuous variable, P(X = 5) = 0. Which conclusion about this fact is wrong?

    • An interval around 5 can still have positive chance
    • The value 5 is impossible and can never occur
    • The density height at 5 can still be positive
  6. Which function could be a density on [0, 1]?

    • f(x) = 2x
    • f(x) = x
    • f(x) = 1 - 2x
    • f(x) = 3x
  7. A variable has cumulative function F(x) = x squared over 9 on [0, 3]. What is its density f(x) there?

    • x over 9
    • 2x over 9
    • x squared over 3
    • 2 over 9
  8. The density f(x) = x over 8 on [0, 4] is valid. Find P(X < 2). Give your answer as a decimal.

    Answer: ______________

  9. Tom computes P(1 < X < 3) for uniform [0, 4] as f(2) = 1/4. What is wrong?

    • He used the height at a point instead of the area
    • He used endpoints 1 and 3 instead of endpoints 0 and 4
    • He should have divided height 1/4 by interval width 2
  10. A bus wait X is uniform on [0, 20] minutes. Use the complement of waiting at most 15 minutes to find P(X > 15). Give a decimal.

    Answer: ______________

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Answer key

For grown-ups. Fold this page away before handing over the rest.

Chance as area under a curve W1-mt_jlf4zDTeNm-s1

  1. 0.3 · Width 3 times height 1/10 gives 0.3.
  2. 0.08 · The area is a triangle with base 5 and height 5k, so 12.5k = 1 and k = 0.08.
  3. The curve never dips below zero and the total area equals 1 · Height 1/4 is positive and width 4 times 1/4 is 1.
  4. False · Density height is not chance; the chance at a point is zero.
  5. The value 5 is impossible and can never occur · Zero area at a point says nothing about nearby intervals.
  6. f(x) = 2x · Only 2x is never negative and encloses area 1, a triangle with base 1 and height 2. The area under x is 1/2, under 3x it is 3/2, and 1 - 2x goes negative after x = 1/2.
  7. 2x over 9 · Differentiate F: the slope of x squared over 9 is 2x over 9.
  8. 0.25 · The triangle has base 2 and height 0.25, so its area is half of 0.5.
  9. He used the height at a point instead of the area · Chance is width times height, not the height alone.
  10. 0.25 · The density is 1/20. The area for waiting at most 15 minutes is 15 × 1/20 = 0.75. Subtract from the total area: P(X > 15) = 1 - 0.75 = 0.25.
Worksheet · LightMySky