Stats Flashcards

1
Q

Mean of a DRV?

A

Multiply x and p and add each value

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2
Q

What is DRV?

A

-Can only take discrete values and probability adds to 1

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3
Q

What is the expectation of a DRV?

A
  • the mean , sum of xp
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4
Q

How to work out E(Y)

A

y = ax +c
E (y) = E( ax +c)
E (y) = a x E(x) +c

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5
Q

Variance of X in a DRV?

A

Var (x)= E (x^2) - E(x)^2

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6
Q

Standard Deviation (σ)? equation

A

square root of variance

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7
Q

Variance rules?

A

Var (a) = 0
Var (ax) = a^2 var (x)
Var (ax +b) = a^2 var x

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8
Q

How to work out variance when you multiply them out?

A

Var(xy) -E(x^2) E(y^2) - (E(x) E(y)) ^2

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9
Q

Mean of CRV?

A

X x f(x) dx

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10
Q

Variance of CRV?

A

x^2 x f(x) - (E(x))^2

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11
Q

Median?

A

-Integrate f(x)
-(M) as median
-lower bound as one in question
- equals to 0.5

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12
Q

Lower Quartile

A

-Integrate f(x)
-(Q) as lower quartile (upper bound)
-lower bound as one in question
- equals to 1/4

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13
Q

Upper Quartile

A

-Integrate f(x)
-(Q) as upper quartile (upper bound)
-lower bound as one in question
- equals to 0.75

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14
Q

To work out a percentile?

A

-Integrate f(x)
-(y) will be your answer (upper bound)
-lower bound as one in question
-equals to percentile as a decimal

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15
Q

What is PMCC used for?

A

linear relationships

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16
Q

How do outliers affect pmcc?

A

effect the correlation coefficient

17
Q

When is PMCC valid?

A

-data from bivariate normal distrubution