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Events and the classical definition of probability

Lesson 9.1 · 16 min read · Updated

Toss a coin. You cannot say whether it will land heads, but you can say that heads and tails are equally likely. Probability turns this feeling into a number between 00 and 11. The first step is to list carefully what can happen.

Experiments, outcomes and events

A random experiment is a process whose result cannot be predicted with certainty, although all possible results are known (tossing a coin, rolling a die). Each possible result is an outcome. The set of all outcomes is the sample space Ω\Omega.

Classical probability

When the outcomes of an experiment are equally likely, the probability of an event is the fraction of outcomes that favour it.

Two dice

For two dice, an outcome is an ordered pair, so n(Ω)=6⋅6=36n(\Omega)=6\cdot6=36. The table shows the sum of the two dice for each pair.

1st \ 2nd 1 2 3 4 5 6
1 2 3 4 5 6 7
2 3 4 5 6 7 8
3 4 5 6 7 8 9
4 5 6 7 8 9 10
5 6 7 8 9 10 11
6 7 8 9 10 11 12

Cards and balls

Key terms

Summary

  • Ω\Omega is the set of all outcomes; an event is a subset of Ω\Omega.
  • For equally likely outcomes, P(A)=n(A)n(Ω)P(A)=\frac{n(A)}{n(\Omega)}.
  • 0≤P(A)≤10\le P(A)\le 1, P(Ω)=1P(\Omega)=1, P(∅)=0P(\varnothing)=0, P(Aˉ)=1−P(A)P(\bar A)=1-P(A).
  • "At least one" problems are often easiest through the complement.

Practice

Show solutions
  1. Primes: {2,3,5}\{2, 3, 5\}, so 36=12\frac36=\frac12.
  2. n(Ω)=4n(\Omega)=4. The complement "no tail" is {HH}\{HH\}. P=1−14=34P=1-\frac14=\frac34.
  3. Sum 88: (2,6),(3,5),(4,4),(5,3),(6,2)(2,6), (3,5), (4,4), (5,3), (6,2) gives 55 outcomes. P=536P=\frac5{36}.
  4. Doubles (1,1),…,(6,6)(1,1), \dots, (6,6): 66 outcomes. P=636=16P=\frac6{36}=\frac16.
  5. 44 kings and 44 queens give 88 cards: 852=213\frac8{52}=\frac2{13}.
  6. 610=35\frac6{10}=\frac35.
  7. Outcomes HHT,HTH,THHHHT, HTH, THH: 38\frac38.
  8. P(sum=7)=16P(\text{sum}=7)=\frac16, so the answer is 1−16=561-\frac16=\frac56.
  9. n(Ω)=5⋅4⋅3=60n(\Omega)=5\cdot4\cdot3=60. For an even number the last digit is 22 or 44 (22 choices), then 44 and 33 choices for the others: 2⋅4⋅3=242\cdot4\cdot3=24. P=2460=25P=\frac{24}{60}=\frac25.
  10. Divisible by 22: 2,4,6,8,102, 4, 6, 8, 10 (5 numbers). Divisible by 33: 3,6,93, 6, 9 (3 numbers). Together, without counting 66 twice: {2,3,4,6,8,9,10}\{2, 3, 4, 6, 8, 9, 10\} has 77 numbers. P=710P=\frac7{10}.