Chapter 5: A Survey of Probability Concepts Flashcards

1
Q

inferential statistics/statistical inference

A

computing the chance that something will occur in the future

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2
Q

probability

A

a value between zero and one, inclusive, describing the relative possibility an event will occur

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3
Q

experiment

A

a PROCESS that leads to the occurrence of one and only one of several possible results

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4
Q

outcome

A

a particular result of an experiment

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5
Q

event

A

a collection of one or more outcomes of an event

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6
Q

classical probability

A

probability of an event = number of favorable outcomes / total number of possible outcomes

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7
Q

mutually exclusive

A

the occurrence of one event means that none of the other events can occur ie: male or female, acceptable or unacceptable

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8
Q

collectively exhaustive

A

at least one of the events must occur when an experiment is conducted

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9
Q

empirical probability/relative frequency

A

the probability of an event happening is the fraction of the time similar events happened in the past. number of times the event occurs/ total number of observations

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10
Q

law of large numbers

A

ober a large number of trials, the empirical probability of an event will approach its true probability

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11
Q

subjective probability

A

the likelihood (probability) of a particular event happening that is assigned by an individual based on whatever information is available

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12
Q

special rule of addition

A

P(A or B) = P(A) + P(B)

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13
Q

complement rule

A

P(A) = 1 - P(-A)

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14
Q

joint probability

A

a probability that measures the likelihood two or more events will happen concurrently

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15
Q

general rule of addition

A

P(A or B) = P(A) + P(B) - P(A and B)

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16
Q

independence

A

the occurrence of one event has no effect on the probability of the occurrence of another event

17
Q

special rule of multiplication

A

P(A and B) = P(A)P(B)

18
Q

conditional probability

A

the probability of a particular event occurring, give that another event has occurred

19
Q

contingency table

A

a table used to classify sample obsercations according to two or more identifiable categories or classes

20
Q

multiplication formula

A

if there are m ways of doing one thing and n ways of doing another, there are m x n ways of doing both. total number of outcomes = (m)(n)

21
Q

permutation

A

any arrangement of r objects selected from a single group of n possible objects

22
Q

permutation formula

A

P = n! / (n-r)!

23
Q

combination formula

A

C = n! / r! (n-r)!