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Calculating the Probability of a Single Event

The probability formula used on numbered cards, balls, dice, letters, bags of several colours and a pack of playing cards, and the shortcut P(not A) = 1 − P(A).

What You Should Already Know

  • From lesson 13.2: when all the possible outcomes are equally likely, P(E)=P(E) = number of favourable outcomes ÷\div total number of possible outcomes, and 0≤P(E)≤10 \le P(E) \le 1.
  • From lesson 13.1: list the sample space, telling identical objects apart; there are b−a+1b - a + 1 whole numbers from aa to bb.

Four Steps

Finding the probability of an event

1. Find the total number of possible outcomes (list or count the sample space), and check that they are equally likely.

2. List or count the favourable outcomes.

3. Divide: P(E)=number of favourable outcomestotal number.P(E) = \dfrac{\text{number of favourable outcomes}}{\text{total number}}\text{.}

4. Write the fraction in its simplest form.

Example 1: Numbered cards

A card is drawn at random from 12 cards numbered 1 to 12. Find the probability of drawing (a) a 7; (b) a perfect square; (c) a negative number; (d) a number less than 13.

Twelve cards numbered 1 to 12.123456789101112

Solution

Total number of possible outcomes =12= 12, equally likely as the card is drawn at random.

(a) One card shows 7: P(7)=112P(7) = \frac{1}{12}.

(b) The perfect squares are 1=121 = 1^2, 4=224 = 2^2 and 9=329 = 3^2: 3 favourable outcomes.

The twelve cards with 1, 4 and 9 shaded.123456789101112

P(perfect square)=312=14.P(\text{perfect square}) = \frac{3}{12} = \frac{1}{4}\text{.}

(c) No card is negative: P=012=0P = \frac{0}{12} = 0, an impossible event.

(d) Every card is less than 13: P=1212=1P = \frac{12}{12} = 1, a certain event.

(a) 112\frac{1}{12}; (b) 14\frac{1}{4}; (c) 00; (d) 11.

Example 2: Numbered balls

A ball is drawn at random from a box of balls numbered 10, 11, 12, …, 24, one number on each ball. Find the probability that the number is (a) 21; (b) odd; (c) a prime number.

A box of fifteen balls numbered 10 to 24.101112131415161718192021222324

Solution

Total number of possible outcomes =24−10+1=15= 24 - 10 + 1 = 15.

(a) One ball is numbered 21: P(21)=115P(21) = \frac{1}{15}.

(b) The odd numbers are 11, 13, 15, 17, 19, 21, 23: 7 of them. P(odd)=715P(\text{odd}) = \frac{7}{15}.

(c) The prime numbers are 11, 13, 17, 19, 23 (15 and 21 are not prime: 15=3×515 = 3 \times 5, 21=3×721 = 3 \times 7): 5 of them. P(prime)=515=13.P(\text{prime}) = \frac{5}{15} = \frac{1}{3}\text{.}

(a) 115\frac{1}{15}; (b) 715\frac{7}{15}; (c) 13\frac{1}{3}.

Dice and Letters

Example 3: A fair die

A fair die is rolled once. Find the probability of getting (a) a prime number; (b) a factor of 6; (c) a multiple of 3.

Solution

Sample space ={1,2,3,4,5,6}= \{1, 2, 3, 4, 5, 6\}, equally likely as the die is fair.

(a) The primes are 2, 3 and 5 (1 is not prime). P(prime)=36=12.P(\text{prime}) = \frac{3}{6} = \frac{1}{2}\text{.}

The six faces of a die with 2, 3 and 5 shaded.

(b) The factors of 6 are 1, 2, 3 and 6. P(factor of 6)=46=23.P(\text{factor of } 6) = \frac{4}{6} = \frac{2}{3}\text{.}

The six faces of a die with 1, 2, 3 and 6 shaded.

(c) 3 and 6 are multiples of 3. P(multiple of 3)=26=13.P(\text{multiple of } 3) = \frac{2}{6} = \frac{1}{3}\text{.}

(a) 12\frac{1}{2}; (b) 23\frac{2}{3}; (c) 13\frac{1}{3}.

Example 4: Letters of a word

Each letter of the word PROBABILITY is written on a card, and one card is drawn at random. Find the probability that the letter is (a) a vowel (A, E, I, O or U); (b) the letter B; (c) not the letter T.

Eleven cards showing the letters P, R, O, B, A, B, I, L, I, T, Y.PROBABILITY

Solution

The word has 11 letters, so there are 11 cards: 11 equally likely outcomes.

(a) The vowels are O, A, I, I: 4 cards. (Y is not one of the five vowels.)

The eleven letter cards with O, A and both Is shaded.PROBABILITY

P(vowel)=411.P(\text{vowel}) = \frac{4}{11}\text{.}

(b) Two cards show B: P(B)=211P(B) = \frac{2}{11}.

(c) One card shows T, so 11−1=1011 - 1 = 10 do not: P(not T)=1011.P(\text{not } T) = \frac{10}{11}\text{.}

(a) 411\frac{4}{11}; (b) 211\frac{2}{11}; (c) 1011\frac{10}{11}.

A Bag of Several Colours

Example 5: Red, green and yellow

A bag contains 4 red, 5 green and 3 yellow balls. One ball is drawn at random. Find the probability that it is (a) red; (b) green; (c) yellow; (d) red or yellow; (e) not green.

A bag with 4 red, 5 green and 3 yellow balls.4 red, 5 green, 3 yellow

Solution

Total =4+5+3=12= 4 + 5 + 3 = 12 balls, equally likely.

(a) P(red)=412=13.P(\text{red}) = \frac{4}{12} = \frac{1}{3}\text{.} (b) P(green)=512.P(\text{green}) = \frac{5}{12}\text{.} (c) P(yellow)=312=14.P(\text{yellow}) = \frac{3}{12} = \frac{1}{4}\text{.}

(d) "Red or yellow" is one draw that gives either colour: 4+3=74 + 3 = 7 favourable balls. P(red or yellow)=712.P(\text{red or yellow}) = \frac{7}{12}\text{.}

(e) The balls that are not green are the red and yellow ones: 12−5=712 - 5 = 7. P(not green)=712.P(\text{not green}) = \frac{7}{12}\text{.}

Check: every ball is red, green or yellow, and 412+512+312=1212=1.\frac{4}{12} + \frac{5}{12} + \frac{3}{12} = \frac{12}{12} = 1\text{.}

(a) 13\frac{1}{3}; (b) 512\frac{5}{12}; (c) 14\frac{1}{4}; (d) 712\frac{7}{12}; (e) 712\frac{7}{12}.

The Probability That an Event Does Not Happen

P(not A)

Every outcome is either favourable to AA or not. So the number of outcomes for "not AA" is the total minus the number for AA, and

P(not A)=1−P(A).P(\text{not } A) = 1 - P(A)\text{.}

Use it when the outcomes for AA are quicker to count than those for "not AA".

Example 6: Counting the other way

(a) A fair die is rolled. Find the probability of not getting a 6. (b) Fifty discs numbered 1 to 50 are placed in a bag, and one is drawn at random. Find the probability that its number is not a multiple of 3.

Solution

(a) P(6)=16P(6) = \frac{1}{6}, so P(not 6)=1−16=56.P(\text{not } 6) = 1 - \frac{1}{6} = \frac{5}{6}\text{.}

(b) The multiples of 3 are 3,6,9,…,483, 6, 9, \ldots, 48, that is 3×13 \times 1 to 3×163 \times 16: 16 of them.

P(multiple of 3)=1650=825.P(\text{multiple of } 3) = \frac{16}{50} = \frac{8}{25}\text{.}

P(not a multiple of 3)=1−825=1725.P(\text{not a multiple of } 3) = 1 - \frac{8}{25} = \frac{17}{25}\text{.}

Check by counting: 50−16=3450 - 16 = 34 discs, and 3450=1725\frac{34}{50} = \frac{17}{25}.

(a) 56\frac{5}{6}; (b) 1725\frac{17}{25}.

Playing Cards

A pack of playing cards

A pack has 52 cards in 4 suits of 13 cards: hearts (♥) and diamonds (♦) are red; spades (♠) and clubs (♣) are black. So there are 26 red cards and 26 black cards.

Each suit has an Ace, the number cards 2, 3, 4, 5, 6, 7, 8, 9, 10, and a Jack, a Queen and a King.

The Jacks, Queens and Kings are the picture cards: 3 in each suit, 12 in the pack. There are 4 Aces, and 4 cards of each number.

The number cards are 2 to 10: 9 in each suit, 36 in the pack. The Ace is not a number card unless a question says so.

The 52 cards of a pack in four rows: hearts, diamonds, spades, clubs; each row Ace, 2 to 10, Jack, Queen, King; the picture cards marked.♥ HeartsA♥2♥3♥4♥5♥6♥7♥8♥9♥10♥J♥Q♥K♥♦ DiamondsA♦2♦3♦4♦5♦6♦7♦8♦9♦10♦J♦Q♦K♦♠ SpadesA♠2♠3♠4♠5♠6♠7♠8♠9♠10♠J♠Q♠K♠♣ ClubsA♣2♣3♣4♣5♣6♣7♣8♣9♣10♣J♣Q♣K♣picture card (Jack, Queen, King)

Example 7: A card from the pack

A card is drawn at random from a pack of 52 playing cards. Find the probability of drawing (a) a black card; (b) a red Ace; (c) a diamond; (d) a card that is not a diamond.

Solution

Total number of possible outcomes =52= 52, equally likely.

(a) 26 black cards: 2652=12\frac{26}{52} = \frac{1}{2}.

(b) The Ace of hearts and the Ace of diamonds: 252=126\frac{2}{52} = \frac{1}{26}.

(c) 13 diamonds: 1352=14\frac{13}{52} = \frac{1}{4}.

(d) Method 1: 52−13=3952 - 13 = 39 cards are not diamonds, and 3952=34\frac{39}{52} = \frac{3}{4}. Method 2: 1−14=341 - \frac{1}{4} = \frac{3}{4}.

(a) 12\frac{1}{2}; (b) 126\frac{1}{26}; (c) 14\frac{1}{4}; (d) 34\frac{3}{4}.

Example 8: Picture cards and number cards

A card is drawn at random from a pack of 52 playing cards. Find the probability of drawing (a) a picture card; (b) a red picture card; (c) a number card less than 5; (d) a card that is not a King.

Solution

(a) 12 picture cards: 1252=313\frac{12}{52} = \frac{3}{13}.

(b) The Jack, Queen and King of hearts and of diamonds: 6 cards. 652=326\frac{6}{52} = \frac{3}{26}.

(c) The number cards less than 5 are 2, 3 and 4 of each suit (the Ace is not a number card): 3×4=123 \times 4 = 12 cards.

The pack with the 2, 3 and 4 of every suit shaded.♥ HeartsA♥2♥3♥4♥5♥6♥7♥8♥9♥10♥J♥Q♥K♥♦ DiamondsA♦2♦3♦4♦5♦6♦7♦8♦9♦10♦J♦Q♦K♦♠ SpadesA♠2♠3♠4♠5♠6♠7♠8♠9♠10♠J♠Q♠K♠♣ ClubsA♣2♣3♣4♣5♣6♣7♣8♣9♣10♣J♣Q♣K♣picture card (Jack, Queen, King)

P=1252=313P = \frac{12}{52} = \frac{3}{13}.

(d) P(King)=452=113,P(\text{King}) = \frac{4}{52} = \frac{1}{13}\text{,} so P(not a King)=1−113=1213.P(\text{not a King}) = 1 - \frac{1}{13} = \frac{12}{13}\text{.}

(a) 313\frac{3}{13}; (b) 326\frac{3}{26}; (c) 313\frac{3}{13}; (d) 1213\frac{12}{13}.

Example 9: Part of the pack

The 26 red cards of a pack are taken out and shuffled, and one of them is drawn at random. Find the probability of drawing (a) the Queen of hearts; (b) the Jack of clubs; (c) a number card less than 5; (d) a picture card.

Solution

Now the total number of possible outcomes is 26: only the hearts and diamonds.

(a) One Queen of hearts: 126\frac{1}{26}.

(b) The Jack of clubs is black, so it is not among these cards: 00, impossible.

(c) 2, 3, 4 of hearts and of diamonds: 6 cards.

The hearts and diamonds with the 2, 3 and 4 of each suit shaded.♥ HeartsA♥2♥3♥4♥5♥6♥7♥8♥9♥10♥J♥Q♥K♥♦ DiamondsA♦2♦3♦4♦5♦6♦7♦8♦9♦10♦J♦Q♦K♦picture card (Jack, Queen, King)

P=626=313P = \frac{6}{26} = \frac{3}{13}.

(d) Jack, Queen, King of each red suit: 6 cards. 626=313\frac{6}{26} = \frac{3}{13}.

(a) 126\frac{1}{26}; (b) 00; (c) 313\frac{3}{13}; (d) 313\frac{3}{13}.

Common Mistakes

  • Counting 1 as a prime number. A prime has exactly two factors; 1 has only one.
  • Counting the Ace as a number card. In this chapter the number cards are 2 to 10, unless a question says otherwise.
  • Using the whole pack (52) when only part of it is used: from the 26 red cards, the total is 26.
  • Counting an object twice: for "red or yellow", add the red and yellow balls, each counted once.
  • Leaving the answer unsimplified: 1252\frac{12}{52} should be written 313\frac{3}{13}.

Practice

Try each question first, then open the solution to check your working. Give each probability as a fraction in its simplest form.

Question 1

A card is drawn at random from 20 cards numbered 1 to 20. Find the probability that the number is (a) a multiple of 4; (b) a factor of 20; (c) greater than 15.

ShowHide solution

Total =20= 20.

(a) 4, 8, 12, 16, 20: 520=14\frac{5}{20} = \frac{1}{4}.

(b) 1, 2, 4, 5, 10, 20: 620=310\frac{6}{20} = \frac{3}{10}.

(c) 16, 17, 18, 19, 20: 520=14\frac{5}{20} = \frac{1}{4}.

(a) 14\frac{1}{4}; (b) 310\frac{3}{10}; (c) 14\frac{1}{4}.

Question 2

A fair die is rolled once. Find the probability of getting (a) an odd number; (b) a number less than 3; (c) a perfect square; (d) a number that is not prime.

ShowHide solution

(a) 1, 3, 5: 36=12\frac{3}{6} = \frac{1}{2}.

(b) 1, 2: 26=13\frac{2}{6} = \frac{1}{3}.

(c) 1 and 4: 26=13\frac{2}{6} = \frac{1}{3}.

(d) P(prime)=36=12P(\text{prime}) = \frac{3}{6} = \frac{1}{2} (2, 3, 5), so P(not prime)=1−12=12:P(\text{not prime}) = 1 - \frac{1}{2} = \frac{1}{2}\text{:} the faces 1, 4, 6.

(a) 12\frac{1}{2}; (b) 13\frac{1}{3}; (c) 13\frac{1}{3}; (d) 12\frac{1}{2}.

Question 3

Each letter of the word SINGAPORE is written on a card, and one card is drawn at random. Find the probability that the letter is (a) a vowel; (b) not a vowel; (c) the letter Z.

ShowHide solution

S, I, N, G, A, P, O, R, E: 9 different letters, 9 cards.

(a) I, A, O, E: 49\frac{4}{9}.

(b) 1−49=591 - \frac{4}{9} = \frac{5}{9} (S, N, G, P, R).

(c) No Z: 00.

(a) 49\frac{4}{9}; (b) 59\frac{5}{9}; (c) 00.

Question 4

Each letter of the word COMMITTEE is written on a card, and one card is drawn at random. Find the probability that the letter is (a) M; (b) a vowel; (c) not T.

ShowHide solution

C, O, M, M, I, T, T, E, E: 9 cards.

(a) Two Ms: 29\frac{2}{9}.

(b) O, I, E, E: 49\frac{4}{9}.

(c) Two Ts, so 9−2=79 - 2 = 7 cards are not T: 79\frac{7}{9}.

(a) 29\frac{2}{9}; (b) 49\frac{4}{9}; (c) 79\frac{7}{9}.

Question 5

A bag contains 6 blue, 8 green and 10 yellow marbles. One marble is drawn at random. Find the probability that it is (a) green; (b) not blue; (c) blue or yellow; (d) red.

A bag with 6 blue, 8 green and 10 yellow marbles.6 blue, 8 green, 10 yellow
ShowHide solution

Total =6+8+10=24= 6 + 8 + 10 = 24.

(a) 824=13\frac{8}{24} = \frac{1}{3}.

(b) 1−624=1−14=34.1 - \frac{6}{24} = 1 - \frac{1}{4} = \frac{3}{4}\text{.}

(c) 6+10=166 + 10 = 16: 1624=23\frac{16}{24} = \frac{2}{3}.

(d) No red marbles: 00.

(a) 13\frac{1}{3}; (b) 34\frac{3}{4}; (c) 23\frac{2}{3}; (d) 00.

Question 6

At a school carnival, 300 lucky-draw tickets numbered 1 to 300 are sold. One ticket is drawn at random. A small prize goes to a ticket whose number ends in 7, and a large prize to a multiple of 25. Find the probability that the ticket drawn (a) ends in 7; (b) is a multiple of 25.

ShowHide solution

Total =300= 300.

(a) 7, 17, 27, …, 297: one in each ten, so 300÷10=30300 \div 10 = 30 numbers. 30300=110\frac{30}{300} = \frac{1}{10}.

(b) 25, 50, 75, …, 300, that is 25×125 \times 1 to 25×1225 \times 12: 12 numbers. 12300=125\frac{12}{300} = \frac{1}{25}.

(a) 110\frac{1}{10}; (b) 125\frac{1}{25}.

Question 7

A card is drawn at random from a pack of 52 playing cards. Find the probability of drawing (a) a King; (b) a black picture card; (c) a heart or a club; (d) the 7 of spades; (e) an Ace or a King.

ShowHide solution

(a) 4 Kings: 452=113\frac{4}{52} = \frac{1}{13}.

(b) Jack, Queen, King of spades and of clubs: 652=326\frac{6}{52} = \frac{3}{26}.

(c) 13+13=2613 + 13 = 26 cards: 2652=12\frac{26}{52} = \frac{1}{2}.

(d) One card: 152\frac{1}{52}.

(e) 4+4=84 + 4 = 8 cards: 852=213\frac{8}{52} = \frac{2}{13}.

(a) 113\frac{1}{13}; (b) 326\frac{3}{26}; (c) 12\frac{1}{2}; (d) 152\frac{1}{52}; (e) 213\frac{2}{13}.

Question 8

A card is drawn at random from a pack of 52 playing cards. Use P(not A)=1−P(A)P(\text{not } A) = 1 - P(A) to find the probability that it is (a) not a picture card; (b) not an Ace.

ShowHide solution

(a) P(picture card)=1252=313,P(\text{picture card}) = \frac{12}{52} = \frac{3}{13}\text{,} so P(not a picture card)=1−313=1013.P(\text{not a picture card}) = 1 - \frac{3}{13} = \frac{10}{13}\text{.}

(b) P(Ace)=452=113,P(\text{Ace}) = \frac{4}{52} = \frac{1}{13}\text{,} so P(not an Ace)=1−113=1213.P(\text{not an Ace}) = 1 - \frac{1}{13} = \frac{12}{13}\text{.}

(a) 1013\frac{10}{13}; (b) 1213\frac{12}{13}.

Question 9

The 13 spades of a pack are shuffled, and one is drawn at random. Find the probability of drawing (a) a picture card; (b) a number card greater than 7; (c) an even number card; (d) a red card.

The 13 spades: Ace, 2 to 10, Jack, Queen, King.♠ SpadesA♠2♠3♠4♠5♠6♠7♠8♠9♠10♠J♠Q♠K♠
ShowHide solution

Total =13= 13.

(a) Jack, Queen, King: 313\frac{3}{13}.

(b) 8, 9, 10: 313\frac{3}{13}.

(c) 2, 4, 6, 8, 10: 513\frac{5}{13}.

(d) Spades are black: 00.

(a) 313\frac{3}{13}; (b) 313\frac{3}{13}; (c) 513\frac{5}{13}; (d) 00.

Question 10

In a survey of how the 40 pupils of a class travel to school, 12 take a bus, 9 take the MRT, 6 come by car, 8 walk and 5 cycle. One pupil is chosen at random. Find the probability that the pupil (a) takes the MRT; (b) takes a bus or the MRT; (c) does not walk.

ShowHide solution

Check the total: 12+9+6+8+5=40.12 + 9 + 6 + 8 + 5 = 40\text{.}

(a) 940\frac{9}{40}.

(b) 12+9=2112 + 9 = 21: 2140\frac{21}{40}.

(c) P(walks)=840=15,P(\text{walks}) = \frac{8}{40} = \frac{1}{5}\text{,} so P(does not walk)=1−15=45.P(\text{does not walk}) = 1 - \frac{1}{5} = \frac{4}{5}\text{.}

(a) 940\frac{9}{40}; (b) 2140\frac{21}{40}; (c) 45\frac{4}{5}.

Question 11

A card is drawn at random from a pack of 52 playing cards. Jun Jie says the probability of drawing a number card less than 5 is 1652=413\frac{16}{52} = \frac{4}{13}, because he counted the Aces, 2s, 3s and 4s. Explain his mistake and find the correct probability.

ShowHide solution

The Ace is not a number card: the number cards are 2 to 10.

The number cards less than 5 are the 2s, 3s and 4s: 3×4=123 \times 4 = 12 cards.

P=1252=313P = \frac{12}{52} = \frac{3}{13}.

He counted the 4 Aces, which are not number cards. The probability is 313\frac{3}{13}.

Key Points

  • Count the total number of possible outcomes and check they are equally likely; count the favourable outcomes; divide; simplify.
  • For "A or B" from one draw, count every object that is A or B, once each.
  • P(not A)=1−P(A):P(\text{not } A) = 1 - P(A)\text{:} use it when AA is quicker to count.
  • A pack has 52 cards: 4 suits of 13; 26 red (hearts, diamonds) and 26 black (spades, clubs).
  • Each suit: Ace, number cards 2 to 10, and the picture cards Jack, Queen, King. The pack has 12 picture cards, 4 Aces and 36 number cards.
  • When only part of a pack (or of any set) is used, the total is the number of cards in that part.
  • A probability is given in its simplest form.

‹ 13.2 Probability as a Measure of Chance 13.4 Experimental Probability ›

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