Year 2 Statistics Flashcards

1
Q

What does y=axn equal to

A

log y = log a + nlog x

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2
Q

What is the product moment correlation coefficient

A

It describes the linear correlation between 2 variables
it is between -1 and 1

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3
Q

What does it mean when the product moment correlation coefficient is 1 and -1 and 0

A

1 is a perfect positive linear correlation
-1 is a perfect negative linear correlation
0 is no linear correlation

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4
Q

What is A n B

A

The intersection of A and B

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5
Q

What is A u B

A

It is all of A and B

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6
Q

What is A’

A

Everything but A

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7
Q

How can the probability that B occurs given that A has occurred written as

A

P(B l A)

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8
Q

What are the conditions that mean an event is independant

A

P(A l B) = P(A l B’) = P(A)
P(B l A) = P(B l A’) = P(B)

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9
Q

What is the equation for P(AuB)

A

P(A) + P(B) - P(AnB)

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10
Q

What is the equation for P(B l A)

A

P(BnA)/P(A)

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11
Q

What is the area under a continuous probability distribution equal to

A

1

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12
Q

How do you write the normal distribution of X

A

X ~ N(u, o2)
u= population mean
o2 = population variance

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13
Q

What is the normal distribution like

A

Symmetrical (mean=median=mode)
Bell-shaped curve
Area under the curve equal to 1
Points of inflection at u+o and u-O

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14
Q

What is the standard normal distribution

A

Mean = 0
standard deviation = 1
Z~N(0,1^2)

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15
Q

How do you convert from the standard normal distribution

A

Z = Y - mean / standard deviation

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16
Q

What happens when n is large and p is near 0.5 in the binomial distribution X~B(n,p)

A

It can be approximated by the normal distribution
u=np
o = square root( np (1-p) )

17
Q

What percentage of the data is within 1 standard deviation of the mean

A

68%

18
Q

What percentage of the data is within 2 standard deviation of the mean

A

95%

19
Q

What percentage of the data is within 3 standard deviation of the mean

A

99.7%

20
Q

What does the product moment correlation coefficient measure

A

Linear association between 2 variables