Conditional Probability

Conditional Probability Example

This is when the probability of an event is influenced by a previous event.

Example:  Two discs are selected from a bag of six blue and four green discs, without replacing the first disc.

a) What is the probability of getting two discs of the same colour?

P (B) = 6/10 for the first disc.

P (B) = 5/9 for the second disc because there are only 5 blue discs left and 9 discs in the bag.

So P (BB) = 6/10 x 5/9 = 30 /90           

P (GG) = 4/10 x 3/9 =12/90
 
P (same colour) 
 
= 30/90 +12/90
 
= 42/90
 
= 7/15
 
b) What is the probability of getting two different coloured discs?
 

P (BG) 

= 6/10 x 4⁄9 = 24⁄90
P (GB) 

= 4/10 x 6⁄9 = 24⁄90 

P (different colour) 

= 24⁄90 + 24⁄90 

= 48⁄90

= 16⁄30

= 8/15

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Harder Problems

'At least' problems

Example 1: In the conditional probabilities problem above, what is the probability of selecting at least one green disc?

In this case, the only outcome we are not interested in is two blue discs. So we can write:

P (at least 1 G) = 1 – P (BB)
  
= 1 – 1∕3
 
= 2∕3
   

This can be written as a general rule:

P (at least one) = 1 – P (none)


Other problems

Example 2: Boris and Aziz play three sets of tennis. The probability of Boris winning the first set is 0,4.

If Boris wins a set, the probability of his winning the next set is 0,7.

If Aziz wins a set, the probability of his winning the next set is 0,8.

a) Calculate the probability that Aziz wins all three sets.

P (Aziz wins 3 sets) 

= 0,4 x 0,7 x 0,7 

= 0,196

b) Calculate the probability that Boris wins at least one set.

P (Boris wins at least one set) 

= 1 – P (wins none) 

= 1 – 0,196

= 0,804

Example 3: When I go to work, I have to pass two sets of traffic lights, A and B. 

The probability that I have to stop at A is 0,4.

If I have to stop at A, the probability that I have to stop at B is 0,8.

If I do not stop at A, the probability that I have to stop at B is 0,3.

What is the probability that I will have to stop at both A and B?

Calculate the probability that I have to stop at least once.

P (stop and stop) 

= 0,4 x 0,8 
= 0,32 
 
P (not stop at A) 

= 1 – 0,4 

= 0,6
 

P (not stop at B) 

= 1 – 0,3
= 0,7
P (stop at least once) 

= 1 – P (none) 

= 1 – (0,6 x 0,7) 

= 0,58

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