Week 2 Flashcards
Probability
A number telling you the chance of an event occuring.
Event
One or more outcomes, what you are finding the probability of.
Experiment
Measuring or observing an activity to collect data
Subjective Probability
Use when you can’t use classical or empirical probability. We then have to rely on or prior knowledge, experience, and judgement.
Examples:
- Possible Presidential Election Outcomes - Future Market Patterns
Complement
Everything that is not part of Event A.
1 - [Event A] = complement
Law of Large Numbers
When an empirical experiment is conducted with extremely high numbers, then the result will match the hypothetical classical probability.
Sample Space
All possible outcomes. (A Truth Chart)
Simple Event
When an event cannot be more simplified. (Like rolling a 5 with one die.)
Addition Rule
Calculates the probability of a union.
Bayes’ Theorem
If we know that possibility that Event A will happen when Event B does, then we can calculate the probability of Event B occurring when Event A does.
Conditional Probability (of A given B)
Probability that Event A will occur is Event B has or will occur.
Dependent Events
Events that must occur in conjunction with another event.
Independent Events
Occur without the impact of other events.
Intersection
Number of times two (or more) separate events occur at the same time.
Union
The number of times Event A occurs, Event B occurs, or Events A & B occur together.