Enter the probability of event A and event B into the Calculator. The calculator will evaluate the Overlapping Probability. 

Overlapping Probability Formula

OP = P(A) + P(B) - P(a+B)

Variables:

  • OP is the Overlapping Probability ()
  • P(A) is the probability of event A
  • P(B) is the probability of event B
  • P(a+B) is the probability of both events

To calculate Overlapping Probability, add the probability of event A to that of event B, then subtract the probability of both events from the result.

How to Calculate Overlapping Probability?

The following steps outline how to calculate the Overlapping Probability.


  1. First, determine the probability of event A. 
  2. Next, determine the probability of event B. 
  3. Next, determine the probability of both events occuring.
  4. Next, gather the formula from above = OP = P(A) + P(B) – P(a+B).
  5. Finally, calculate the Overlapping Probability.
  6. After inserting the variables and calculating the result, check your answer with the calculator above.

Example Problem : 

Use the following variables as an example problem to test your knowledge.

probability of event A = 3

probability of event B = 5

probability of A and B = 2

Frequently Asked Questions

What is the difference between Overlapping Probability and Independent Events?

Overlapping Probability refers to the likelihood of two events happening at the same time, taking into account their intersection. Independent events, on the other hand, are those whose outcomes do not affect each other, meaning the probability of one event occurring does not influence the probability of the other.

How can Conditional Probability be applied in calculating Overlapping Probability?

Conditional Probability is used to calculate the probability of an event given that another event has occurred. This concept can be applied to Overlapping Probability by determining the probability of both events occurring (P(A and B)) as part of the calculation process.

What is Compound Probability and how does it relate to Overlapping Probability?

Compound Probability involves calculating the probability of two or more events happening in combination. Overlapping Probability is a specific type of Compound Probability where the focus is on the likelihood of two events occurring together, taking into account their possible overlap.

Can Overlapping Probability exceed 1 or be negative?

No, Overlapping Probability cannot exceed 1 or be negative. Probabilities range from 0 to 1, where 0 means an event is impossible, and 1 means it is certain. If calculations result in values outside this range, it typically indicates an error in the calculation process.