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Probability - Probability of the event 'A or B'

Grade 11CBSE

Review the key concepts, formulae, and examples before starting your quiz.

πŸ”‘Concepts

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The event 'AA or BB' corresponds to the set union AβˆͺBA \cup B. It represents the occurrence of at least one of the events AA or BB.

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For any two events AA and BB associated with a sample space SS, the probability of the event 'AA or BB' is given by the General Addition Rule.

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If two events AA and BB are mutually exclusive, they cannot occur simultaneously. In this case, A∩B=Ο•A \cap B = \phi, which implies P(A∩B)=0P(A \cap B) = 0.

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The phrase 'at least one of AA or BB' is mathematically equivalent to 'AβˆͺBA \cup B'.

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For three events AA, BB, and CC, the probability of the union AβˆͺBβˆͺCA \cup B \cup C involves considering the intersections of all pairs and the intersection of all three events.

πŸ“Formulae

P(AβˆͺB)=P(A)+P(B)βˆ’P(A∩B)P(A \cup B) = P(A) + P(B) - P(A \cap B)Standard Addition Rule

P(AβˆͺB)=P(A)+P(B)P(A \cup B) = P(A) + P(B)For Mutually Exclusive Events

P(AβˆͺBβˆͺC)=P(A)+P(B)+P(C)βˆ’P(A∩B)βˆ’P(B∩C)βˆ’P(C∩A)+P(A∩B∩C)P(A \cup B \cup C) = P(A) + P(B) + P(C) - P(A \cap B) - P(B \cap C) - P(C \cap A) + P(A \cap B \cap C)For Three Events

πŸ’‘Examples

Problem 1:

A card is drawn from a well-shuffled deck of 52 cards. Find the probability that the card is either a 'Red card' or a 'King'.

Solution:

Let AA be the event that the card is Red, and BB be the event that the card is a King. Total outcomes n(S)=52n(S) = 52. Number of Red cards n(A)=26n(A) = 26, so P(A)=2652P(A) = \frac{26}{52}. Number of Kings n(B)=4n(B) = 4, so P(B)=452P(B) = \frac{4}{52}. There are 2 Red Kings (King of Hearts and King of Diamonds), so n(A∩B)=2n(A \cap B) = 2 and P(A∩B)=252P(A \cap B) = \frac{2}{52}. Using the formula: P(AβˆͺB)=P(A)+P(B)βˆ’P(A∩B)P(A \cup B) = P(A) + P(B) - P(A \cap B) P(AβˆͺB)=2652+452βˆ’252=2852=713P(A \cup B) = \frac{26}{52} + \frac{4}{52} - \frac{2}{52} = \frac{28}{52} = \frac{7}{13}

Explanation:

We identify P(A)P(A) and P(B)P(B), but since there is an overlap (Red Kings), we subtract the intersection to avoid double-counting.

Problem 2:

A die is thrown once. Find the probability of getting a number divisible by 2 or 3.

Solution:

Sample Space S={1,2,3,4,5,6}S = \{1, 2, 3, 4, 5, 6\}, so n(S)=6n(S) = 6. Let E1E_1 be the event of getting a number divisible by 2: E1={2,4,6}β€…β€ŠβŸΉβ€…β€ŠP(E1)=36E_1 = \{2, 4, 6\} \implies P(E_1) = \frac{3}{6}. Let E2E_2 be the event of getting a number divisible by 3: E2={3,6}β€…β€ŠβŸΉβ€…β€ŠP(E2)=26E_2 = \{3, 6\} \implies P(E_2) = \frac{2}{6}. The intersection E1∩E2={6}E_1 \cap E_2 = \{6\} (numbers divisible by both 2 and 3), so P(E1∩E2)=16P(E_1 \cap E_2) = \frac{1}{6}. Using the addition theorem: P(E1βˆͺE2)=P(E1)+P(E2)βˆ’P(E1∩E2)P(E_1 \cup E_2) = P(E_1) + P(E_2) - P(E_1 \cap E_2) P(E1βˆͺE2)=36+26βˆ’16=46=23P(E_1 \cup E_2) = \frac{3}{6} + \frac{2}{6} - \frac{1}{6} = \frac{4}{6} = \frac{2}{3}

Explanation:

To find the probability of '2 or 3', we sum the individual probabilities and subtract the probability of the number that satisfies both conditions (the number 6).

Problem 3:

Given P(A)=0.5P(A) = 0.5, P(B)=0.35P(B) = 0.35, and P(A∩B)=0.15P(A \cap B) = 0.15. Find P(A or B)P(A \text{ or } B).

Solution:

The event 'AA or BB' is AβˆͺBA \cup B. P(AβˆͺB)=P(A)+P(B)βˆ’P(A∩B)P(A \cup B) = P(A) + P(B) - P(A \cap B) Substituting the values: P(AβˆͺB)=0.5+0.35βˆ’0.15P(A \cup B) = 0.5 + 0.35 - 0.15 P(AβˆͺB)=0.85βˆ’0.15=0.70P(A \cup B) = 0.85 - 0.15 = 0.70

Explanation:

Direct application of the Addition Theorem for two events.