Compound events
Sometimes, we need to deal with two or more events. These are called compound events. A compound event is an event that combines two or more simple events. When this happens, we need a special notation.
Given events A and B:
- The probability that A and B occur is P(A ∩ B) = P(A and B)
- The probability that either A or B occurs is P(A ∪ B) = P(A or B)
Understanding why we use the set notation for these compound events is very important. Remember how we represented events in a universe using circles earlier? Let's say that our universe is 100 people who showed up for an experiment in which a new test for cancer is being developed:
In the ...
Get Principles of Data Science - Second Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.