Probability

Probability

18 cards   |   Total Attempts: 182
  

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Sample Space
The collection of all possible outcome values. The same space has a probability of 1.
Disjoint events
Two events are disjoing or mutually exclusive if they have no outcomes in common.
Addition Rule
If A and B are disjoint, then the probability of A or B is P(a)+ P(B)
General Addition Rule
For any two events, A and B, the probability of A or B is P(A)+P(B)-P(A and B)
Conditional Probability
P(A and B)/ P(B)
Independence
Two events are independent if knowing whether one event occurs does not alter the probability that the other event occurs
Multiplication Rule
If A and B are independent events, then the probability of A and B is P(A and B)= P(A) x P(B)
General Multiplication Rule
For any two events, A and B, the probability of A and B is P(A and B)= P(A) x P(AlB)
Tree diagram
A display of conditional events or probabilities that is helpful in thinking through conditioning
Random phenomenon
A phenomenon is random if we know what outcomes could happen, but not which particular values will happen
Probability
The probability of an event is a number between 0 and 1 that reports the liklihood of the event's occurrence. A probability can be derived from equally likely outcomes, from the long-run relative frequency of the event's occurrence, or from known probabilities. We wrie P(A) for the probability of the event A.
Trial
A single attempt or realization of a random phenomenon
Outcome
The outcome of a trial is the value measured, observed, or reported for an individual instance of that trial
Event
A collection of outcomes. Usually we identify events so that we can attach probabilities to them. We denote events with bold capital letters such as A, B , or C
Law of Large Numbers
States that the long-run relative frequency of repeated independent events settles down to the true relative frequency as the number of trials increases