probability distribution Flashcards

1
Q

1st moment and second moment tell us

A

distribution

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2
Q

1st moment is

A

mean

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3
Q

2nd moment is

A

mean and variability (standard deviation and variance)

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4
Q

random variables

A

help map out random processesra

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5
Q

random variables can either be

A

discrete or continuous

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6
Q

random variables take on numerical values according to

A

chance process

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7
Q

difference between discrete random variable and continuous

A

how it is computed

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8
Q

discrete random variable

A

can take on countable numbe rof posible values

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9
Q

continuous random variables

A

take on all values in the intervals (not countable)

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10
Q

probability dist function provides what

A

probability that random value assumes particular value

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11
Q

does probability density function directly provide probabilities

A

no

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12
Q

area under graph corresponding to given interval provides probability about what

A

that continuous random variable assumes value in that interval

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13
Q

CDF of x is denoted as

A

F(a)

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14
Q

uniform dist

A

all outcomes are equally likely

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15
Q

properties of normal distribution

A

1) skewness
2) all normal distribution differentiation by 2 parameters
3) area under curve
4) % of values or 1,2,3 standard deviations away from mean

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