Mutually-Exclusive/Incompatible & Non-Mutually-Exclusive/Compatible Events - Probability
Mutually Exclusive or Incompatible Events
No two of these events occur simultaneously i.e. the occurrence of one prevents the occurrence of the others.
The Mutually Exclusivity property gives an idea of the inter relationships between the events i.e. whether they are connected or not. Events which are mutually exclusive are not connected.
Examples
In the experiment of tossing a coin:
The two possible elementary events are mutually exclusive.
Where
A : the event of getting a HEAD
B : the event of getting a TAIL
We say events A and B are mutually exclusive.
In the experiment of throwing a dice:
The six possible elementary events of getting 1, 2, 3, 4, 5 or 6 are mutually exclusive.
Where
A : the event of getting 1
B : the event of getting 2
...
F : the event of getting 6
We say events A, B, C, D, E and F are mutually exclusive.
The two compound events of getting an odd number and getting an even number are mutually exclusive.
Where
M : the event of getting an odd number
K : the event of getting an even number
We say events M and K are mutually exclusive.
All possible events need not be taken into consideration
Any two or more events satisfying this condition in relation to an experiment can be called mutually exclusive events. It is not a requirement that these events should represent all possible events in the experiment.
Only some events of all the possible events can be said to be mutually exclusive, if they satisfy this condition.
Examples
In the experiment of tossing/throwing a die:
The three elementary events of getting 1, 4, 5 are mutually exclusive.
Where
P : the event of getting 1
Q : the event of getting 4
R : the event of getting 5
We say events P, Q and R are mutually exclusive.
The events of getting 2, 3 and 6 are not considered here.
The following three compound events are mutually exclusive
E : the event of getting a number less than 4 { 1, 2, 3}
F : the event of getting an odd number {1, 3, 5}
G : the event of getting 6
We say events E, F and G are mutually exclusive.
The events of getting 1 and getting 4 are not considered here.
Not Mutually Exclusive or Compatible Events
Two or more of these events can occur simultaneously. i.e. the occurrence of one does not prevent the occurrence of the others in all cases.
Example
In the experiment of throwing a die:Compatible Event
The event of getting an even number and the event of getting a number greater than 3 are not mutually exclusive i.e. they are compatible.Both the events occur when we get either 4 or 6.
Where
M : the event of getting an even number {2, 4, 6}
N : the event of getting a number greater than 3 {4, 5, 6}
We say events M and N are not Mutually Exclusive or M and N are Compatible Events.
Non-Compatible (Mutually Exclusive) Event
The five elementary events of getting 1, 2, 4, 5 or 6 are mutually exclusive.Where
A : the event of getting 1
B : the event of getting 2
C : the event of getting 4
D : the event of getting 5
F : the event of getting 6
We say events A, B, C, D, F are mutually exclusive.