Events Flashcards
event
in a collection of sample points, an event occurs if any of the sample points in the event occurs
probability
sum of probabilities of the sample points in the event
complement of an event
the event consisting of all sample points that are not in the original event
union of 2 events
event consisting of all sample points that are in either of the original events (denoted A U B)
intersection of 2 events
event consisting of all sample points that are in both of the original events (denoted A upside down U B)
addition law
P(A U B) = P(A) + P(B) - P(A intersects B)
mutually exclusive events
events that have no sample points in common
addition law for mutually exclusive events
P(A U B) = P(A) + P(B)
conditional probability
P(A|B) = P (A Intersects B) / P(B)
and
P (B|A) = P( A intersects B) / P(A)
multiplication law
P (A intersects B) = P(A) x P(B)
and
P(A intersects B) = P(B |A) x P(A)
Independent events
if
P(A|B) = P(A)
and
P(B|A) = P(B)
multiplication law for independent events
P (A intersects B) = P(A) x P(B)
bayes’ theorem
P(Ai |B) = P(Ai) P(B|Ai) \ P(B)