In: Statistics and Probability
Define the independent events. Give an example for each of them:
a) Mutually exclusive
b) Independent
c) Dependent
- Can a pair of events be both mutually exclusive and independent?
Answer:-
Independent events:- In probability, two events are independent if the incidence of one event does not affect the probability of the other event.
Example:-
(a) Mutually exclusive event:-
Tossing a coin: Heads and Tails are Mutually Exclusive as occurrence of head implies does not occurrence of tail event.
(b) Independent event:-
Landing on heads after tossing a coin AND rolling a 5 on a single 6-sided die is an example of independent events.
(c) Dependent events:-
A bag contains 6 red, 5 blue and 4 yellow marbles. Two marbles are drawn, but the first marble drawn is not replaced then drawing the marbles is an example of dependent events.
Question:-Can a pair of events be both mutually exclusive and independent?
Answer:- If at least one of the events has zero probability, then the two events can be mutually exclusive and indepenent simultaneously. However, if both events have non-zero probability, then they cannot be mutually exclusive and independent simultaneously.