Topic 9 Vocab

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Probability as Relative Frequency

28 Terms

1

random

of or characterizing a process of selection in which each item of a set has an equal probability in being chosen

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2

probability

the proportion of times the outcome would occur in a very long series of repetitions

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3

independence

the outcome of one trial must not influence the outcome of any other

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4

random phenomenon

outcomes that we cannot predict but that nonetheless have a regular distribution in very many repetitions

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5

sample space (S)

in a random phenomenon, it is the set of all possible outcomes

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6

event

is an outcome or a set of outcomes of a random phenomenon

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7

disjoint

events A and B have no outcomes in common

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8

independent

when events a and b occur, one event does not change the probability of the other

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9

continuous random variable

a random variable that can take any numeric value within the range of values. the range may be infinite or bounded at either or both ends

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10

density curve

a curve that is on or above the horizontal axis, and has an area of exactly one underneath it

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11

discrete random variables

a random variable that can take on a finite number of distinct outcomes

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12

probability distribution

lists the values and their probabilities

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13

probability histogram

a graph of the probability distribution that divides up the range of possible values in a data set into classes or groups

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14

random variable

a variable whose value is a numerical outcome of a random phenomenon (shown by capital letter, often X)

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15

uniform distribution

a density curve with a height of 1, ranging from 0 to 1

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16

binomial setting

given a fixed number of independent observation and the fact that each observation falls into either “success” or “failure”, the probability of success is the same for each observation

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17

binomial random variable

the random variable X = number of successes if the data is produced in a binomial setting

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18

binomial distribution

given parameters n and p, the distribution of the count X of successes in the binomial setting

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19

probability distribution function (PDF)

assigns a probability to each value of X

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20

cumulative distribution function (CDF)

assigns the sum of probabilities for values less than or equal to X

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21

binomial coefficient

the number of ways of arranging k successes among n observations

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22

binomial probability

if X has the binomial distribution with n observation and probability p of success on each observation, given that the possible values of X are 0,1,2,…,n

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23

union

of events A and B contains all outcomes in A, in B, or in both A and B

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24

joint event

the simultaneous occurrence of two events

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25

joint probability

the probability of a joint event

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26

conditional probability

gives the probability of one event under the condition that we know another event

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27

intersection

contains all outcomes that are in both A and B, but not outcomes in A or B alone

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28

complement

of any event A is the event that A does not occur, written as A^c

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