The Normal distribution Flashcards

1
Q

Variance formula

A

Mean of the squares minus the square of the mean

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2
Q

Two tailed test significance levels

A

Halve the level at the end you are testing

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3
Q

Test Statistic

A

Result that is calculated from the sample (e.g if coin tossed 8 times to find number of heads, C, test statistic would be C

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4
Q

What are the parameters for the normal distribution?

A

μ and σ², meaning population mean and population variance

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5
Q

Features of the normal distribution graph

A

Bell-shaped, mode=median=mean, symmetrical, area under curve = 1, points of inflection one σ away from mean

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6
Q

What is are the parameters in the binomial approximation?

A

μ=np, σ=√(np(1-p))

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7
Q

When can the binomial distribution be approximated to a normal one?

A

n is large, p is close to 0.5

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8
Q

In a standard normal distribution, what are the parameters?

A

(0,1)

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9
Q

What does the percentage points table tell you?

A

Values of z and p such that P(Z>z) = p

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10
Q

How to standardise?

A

Z = (X - μ)/σ

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11
Q

What estimations can be made of a normally distributed variable?

A

68% data lies within one standard deviation of the mean, 95% within two and 99.7% within three

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12
Q

What is the actual significance level?

A

The probability that the value will fall in the critical region even if H0 is true.

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13
Q

What is the critical region?

A

The values that if observed, would cause H0 to be rejected.

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14
Q

Why do we have to apply continuity corrections?

A

Turning the discrete binomial into continuous normal

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15
Q

How to apply continuity corrections?

A

If x=6, x lies in 5.5<x<6.5 range

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16
Q

What does mu represent?

A

Population mean

17
Q
A