Basic Probability Properties Flashcards

1
Q

if the outcome if certain should experiments be carried out

A

no point

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2
Q

what does the power set contain

A

all the events (subsets) and the empty set

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3
Q

if the sample set has m elements, how many elements will the power set have, why

A

2^m

each sample point has the possibility of being included or not in the event so 2x2x2….x2

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4
Q

what is the power set of

S ={1, 2}

A

P(S) = {null set, {1}, {2}, {1,2}}

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5
Q

what are mutually exclusive events

A

events that cannot occur at the same time

where aNb =0

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6
Q

what is the union of two mutually exclusive events

A

P(AuB)= P(A) + P(B)

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7
Q

what does the notation

A^c represent

A

complement of A

everything but what is in A

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8
Q

what is AnA^c always

A

0

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9
Q

what is AuA^c always

A

sample space

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10
Q

what is P(A)+P(A^c) always

A

1

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11
Q

is it possible to define a probability on the power set of an uncountably infinite sample space

A

no

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12
Q

example of an uncountable infinite set

A

probability of a dart landing on a specific point on a dart board as there are an infinite number of points it could land on

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13
Q

what is an example of a countably infinite sample space

A

repeatedly tossing a coin until the first head shows up

could possibly be infinite

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14
Q

how to find P(B|A)

conditional

A

P(B|A) = P(AnB)/P(A)

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15
Q

if two probabilities are independent, what is the conditional probability

P(A|B)

A

P(A)

B does not effect A if they are independent

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16
Q

what does it mean when two events are mutually exclusive

A

if B occurs then A cannot occur simultaneously

17
Q

for two mutually exclusive events, what is P(A|B)

A

0

18
Q

two events are independent if

P(AnB) =

A

P(A)P(B)