Y2 Stats Flashcards

1
Q

What does the PMCC describe?

A

The linear correlation between 2 variables, from -1 to 1.

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2
Q

What does y = ax^n equal in log form?

A

log y = log a + n log x

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3
Q

What does y = kb^x equal in log form?

A

log y = log k + x log b

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4
Q

What do you do for exponential modelling questions?

A

Sub between x / y and whatever they’re coded to as needed

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5
Q

What is PMCC represented by?

A

Letter r for a set of data

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6
Q

What does PMCC +- 1 represent?

A

All the points lying on a straight line

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7
Q

What does A U B mean?

A

Event A or event B. So union of them.

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8
Q

What does A intersection B represent?

A

A and B, overlap of them/

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9
Q

What does P(A|B) mean?

A

Probability of A happening given that B has already occurred.

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10
Q

What happens if P(A|B) = P(A)?

A

Then events A and B are independent.

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11
Q

How much data is within 1 standard deviation of the mean for a normal dist?

A

68%

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12
Q

How much data is within 2 standard deviations of the mean for a normal dist?

A

95%

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13
Q

How much data is within 3 standard deviations of the mean for a normal dist?

A

Around 99.7%

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14
Q

What does the standard normal dist. have?

A

Mean 0, standard deviation 1.

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15
Q

What is the standard normal dist. written as?

A

Z ~ N(0,1^2)

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16
Q

How do you code normal distributions to the standard normal dist?
In form X ~ N(u, var^2)

A

Z = (X - u) / var.
Allows you to find amount of standard deviations away from the mean. Could also just use InvN.

17
Q

How do you approximate a binomial dist to a normal one?

A

u = np (duh)
var = root(np(1-p))

18
Q

How do continuity corrections work?

A

You should only include values that will ROUND to the binomial’s bound. Pay attention to less than or less than / equal to.

19
Q

What is the sample mean for a sample size n distributed along X ~ N(u, var^2)?

A

Xbar ~ N(u, (var^2)/n). So just divide var^2 by n.

20
Q

How do you standardise the coding to a sample mean? So coding
Xbar ~ N(u, var^2/n).

A

Z = (Xbar - u) / (var/root(n))