Home / IB Mathematics SL 4.7 Discrete and continuous random variables and their probability distributions AA SL Paper 1- Exam Style Questions

IB Mathematics SL 4.7 Discrete and continuous random variables and their probability distributions AA SL Paper 1- Exam Style Questions

IB Mathematics SL 4.7 Discrete and continuous random variables and their probability distributions AA SL Paper 1- Exam Style Questions- New Syllabus

Question

A biased four-sided die with faces labelled 1, 2, 3, and 4 is rolled, and the result is recorded. Let \( X \) be the result obtained. The probability distribution for \( X \) is given in the table below, where \( p \) and \( q \) are constants.

For this distribution, \( E(X) = 2 \).

Part (a):
Show that \( p = 0.4 \) and \( q = 0.2 \). [5]

Part (b):
Find \( P(X > 2) \). [2]

Nicky plays a game with this die, allowed a maximum of five rolls. Her score is the sum of each roll’s result. She wins if her score is at least 10. After three rolls, Nicky’s score is 4.

Part (c):
Assuming independent rolls, find the probability that Nicky wins the game. [5]

David has two pairs of unbiased four-sided dice: a yellow pair and a red pair. Both yellow dice have faces labelled 1, 2, 3, and 4. Let \( S \) represent the sum obtained by rolling the yellow pair. The probability distribution for \( S \) is shown below.

Yellow Dice Sum Distribution

The first red die has faces labelled 1, 2, 2, and 3. The second red die has faces labelled 1, \( a \), \( a \), and \( b \), where \( a < b \) and \( a, b \in \mathbb{Z}^+ \). The probability distribution for the sum of the red pair matches that of the yellow pair.

Part (d):
Determine the value of \( b \). [2]

Part (e):
Find the value of \( a \), providing evidence for your answer. [2]

▶️ Answer/Explanation
Solutions

Part (a)

Show that \( p = 0.4 \), \( q = 0.2 \).

Sum of probabilities: \( p + 0.3 + q + 0.1 = 1 \), so \( p + q = 0.6 \) (1).

Given \( E(X) = 2 \): \( p \cdot 1 + 0.3 \cdot 2 + q \cdot 3 + 0.1 \cdot 4 = p + 0.6 + 3q + 0.4 = 2 \), so \( p + 3q = 1.0 \) (2).

Solve: From (1), \( p = 0.6 – q \). Substitute into (2): \( 0.6 – q + 3q = 1.0 \), \( 2q = 0.4 \), \( q = 0.2 \). Then \( p = 0.6 – 0.2 = 0.4 \).

Answer: \( p = 0.4 \), \( q = 0.2 \).

Part (b)

Find \( P(X > 2) \).

\[ P(X > 2) = P(X = 3) + P(X = 4) = 0.2 + 0.1 = 0.3 \]

Answer: \( 0.3 \).

Part (c)

Probability Nicky wins (score \(\geq 10\)) after scoring 4 in three rolls.

Need sum \(\geq 6\) in two rolls. Let \( Y \) be the sum of two rolls.

\[ P(Y \geq 6) \]:

  • \( Y = 6 \): (2,4), (3,3), (4,2). \[ P = (0.3 \cdot 0.1) + (0.2 \cdot 0.2) + (0.1 \cdot 0.3) = 0.1 \]
  • \( Y = 7 \): (3,4), (4,3). \[ P = (0.2 \cdot 0.1) + (0.1 \cdot 0.2) = 0.04 \]
  • \( Y = 8 \): (4,4). \[ P = 0.1 \cdot 0.1 = 0.01 \]

\[ P(Y \geq 6) = 0.1 + 0.04 + 0.01 = 0.15 \]

Answer: 0.15.

Part (d)

Determine \( b \).

Yellow pair max sum is 8. Red pair: First die (1,2,2,3), second die (1,\( a \),\( a \),\( b \)). Max sum: \( 3 + b = 8 \), so \( b = 5 \).

Verify: (3,5), \( P = \frac{1}{4} \cdot \frac{1}{4} = \frac{1}{16} \), matches \( P(S=8) \).

Answer: \( b = 5 \).

Part (e)

Find \( a \), with evidence.

Red pair: First die (1,2,2,3), second die (1,\( a \),\( a \),5). Match yellow pair’s distribution.

Method 1:

Yellow pair: \( P(S = 5) = \frac{4}{16} \).

Red pair: \( S = a + 2 \): (2,\( a \)), \( P = \frac{2}{4} \cdot \frac{2}{4} = \frac{4}{16} \).

\[ a + 2 = 5 \]

\[ a = 3 \]

Method 2:

Yellow pair: \( P(S = 6) = \frac{3}{16} \).

Red pair: \( S = a + 3 \): (3,\( a \)), \( P = \frac{1}{4} \cdot \frac{2}{4} = \frac{2}{16} \); \( S = 6 \): (1,5), (3,5), \( P = \frac{1}{4} \cdot \frac{1}{4} + \frac{1}{4} \cdot \frac{1}{4} = \frac{2}{16} \).

\[ a + 3 = 6 \]

\[ a = 3 \]

Method 3:

Yellow pair: \( P(S = 4) = \frac{3}{16} \).

Red pair: \( S = a + 1 \): (1,\( a \)), \( P = \frac{1}{4} \cdot \frac{2}{4} = \frac{2}{16} \); \( S = 4 \): (1,3), \( P = \frac{1}{4} \cdot \frac{2}{4} = \frac{2}{16} \).

\[ a + 1 = 4 \]

\[ a = 3 \]

Verify with \( a = 3 \):

  • \( S = 2 \): (1,1). \[ P = \frac{1}{16} \]
  • \( S = 3 \): (2,1). \[ P = \frac{2}{16} \]
  • \( S = 4 \): (1,3), (3,1). \[ P = \frac{2}{16} + \frac{1}{16} = \frac{3}{16} \]
  • \( S = 5 \): (2,3). \[ P = \frac{4}{16} \]
  • \( S = 6 \): (1,5), (3,3). \[ P = \frac{1}{16} + \frac{2}{16} = \frac{3}{16} \]
  • \( S = 7 \): (2,5). \[ P = \frac{2}{16} \]
  • \( S = 8 \): (3,5). \[ P = \frac{1}{16} \]

Answer: \( a = 3 \).

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