Probability

A number between 0 and 1 measuring how likely an event is to occur.

Venn diagram — two events A and B
SA onlyA ∩ BbothB onlyABP(A ∪ B) = P(A) + P(B) − P(A ∩ B)
Definition

Probability is a number between 0 and 1 that measures how likely an event is to occur.

  • P=0P = 0: impossible
  • P=1P = 1: certain
  • P=0.5P = 0.5: equally likely to happen or not

For equally likely outcomes, probability is:

P(event)=number of favourable outcomestotal number of outcomesP(\text{event}) = \frac{\text{number of favourable outcomes}}{\text{total number of outcomes}}
Rolling a die

A fair six-sided die has 6 equally likely outcomes: 1, 2, 3, 4, 5, 6.

  • P(rolling a 4)=16P(\text{rolling a 4}) = \frac{1}{6}
  • P(rolling an even number)=36=12P(\text{rolling an even number}) = \frac{3}{6} = \frac{1}{2}
  • P(rolling less than 7)=66=1P(\text{rolling less than 7}) = \frac{6}{6} = 1
Definition

The complement of an event AA is the event that AA does not happen, written AcA^c.

P(Ac)=1P(A)P(A^c) = 1 - P(A)
Using the complement

What is the probability of not rolling a 6?

P(not 6)=1P(6)=116=56P(\text{not 6}) = 1 - P(\text{6}) = 1 - \frac{1}{6} = \frac{5}{6}
Try it

A bag contains 3 red, 5 blue, and 2 green marbles. You draw one at random. Find: (a) P(red)P(\text{red}) (b) P(not green)P(\text{not green})

Solution

Total = 10. (a) P(red)=310P(\text{red}) = \frac{3}{10} (b) P(not green)=1210=810=45P(\text{not green}) = 1 - \frac{2}{10} = \frac{8}{10} = \frac{4}{5}

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