Statistics (4) Flashcards

(31 cards)

1
Q

RIPS

A

Random / unpredictable event
Independent event
Proportional. Constant rate throughout the time interval.
Simotaneous (not).

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2
Q

FIST

A

Fixed # of trials
Independent events
Same probability
Two outcomes only

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3
Q

Inverse Poisson

A

Make x =0 and find the prob
Area = e to the -ve lambda
ln(a) = -lam lin(e)
ln(a) - -ve lam
lam = -ln(a)

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4
Q

If binomial has
___ and ____

A

Multiply the 2 answers

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5
Q

Different assumptions

A

Dependent/Independent
Environments
Picked from a random selection

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6
Q

N.D with a min & pax percentage

A

Find the 2 z-scores
Use the z-score formula
Change it around
Use simotaneous on calc

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7
Q

How to find the z-score?

A

Z = (x-m) / s.d
In inverse
Mean = 0, s.d = 1

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8
Q

S.D of triangular

A

sqrt(a^2+b^2+c^2)+(ab)+(ac)+(bc)
/
18

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9
Q

Mean of triangular

A

a + b + c / 3

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10
Q

Mean of rectangular

A

a + b /2

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11
Q

S.D of rectangular

A

1/sqrt12 x (b-a)

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12
Q

If something happens to two people

A

Square the answer

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12
Q

Does a N.D fit?

A

Symetrical
Bell-shaped
Continuous
Higher or lower than bounds shown
68% in 1, 95% in 2, 99.7% in 3

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13
Q

Jusitfy/assumtions for any discrete distribution

A

That no value is lesser/greater than what is listed

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14
Q

How to find if DRV are independent

A

VAR(x+y) = var(x) + var(y)

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15
Q

At least 5/10 xxx are smaller than xxx in a triangular distribution

A

Use triangular first
Then use binomial

16
Q

Compare a normal distribution to another one

A

Talk about the mean and S.D
One mean is larger, by xx, meaning that it will produce more on average.
S.D is larger, meaning that it’s more consistent.
Part in the middle is one, parts on the edge is the other.

17
Q

Poisson or binomial occurs at least xxx in 5 different things. Calculate & assume

A

The answer to the power of 5.
We’re assuming it’s independent, but this may not be valid because…

18
Q

Given that something already happened, what’s the liklehood of another thing happening?

A

(p x>1) / p (x>2)
Given that … on the bottom.
If it’s less than, on the top do (y<x<z)

19
Q

In binomial/poisson: p(x>=6)

20
Q

Calculate something OR something

A

Do the 2 and add them

21
Q

Compare the liklehood of events. How much more likely is a than b?

A

Divide the biggest answer by the smallest. What it equals to is how much more likely it is.

22
Q

The probability of two things both happening

A

Do the maths, then multiply their answers

23
Q

Binomial or poisson, there is an unknown n number of something, the prob of at least 1 being … is 0.9. What is n?

A

Find out the prob of 0, which is 1-p(x>=1).
What’s the probability that that thing isn’t?
Probability to the n = probability p(x=0)
Logs

24
For triangular, why isn't the mean & median equal?
For mode to = median, 50% of ... would need to be greater than the median. Calculate, and see that this is not true.
25
There are 2 outcomes for something, and they want to see if the outcomes are equal, and there's a table.
P=0.5, find the prob of the 2 of them and set them equal. If there's a small difference, say that there are only a few trials, and there is variation that is expected. There isn't sufficient evidence in this case.
26
Binomial - n number of something, p(n>0) = x. Idk find n
Prob to the n = x Put n as zero to find x
27
With DRV, are most results more than something?
Add the prob up of those which are greater. If over .5, then yes.
28
What is the variance in DRV?
The SD squared
29
Standard deviation/spread for binomial/poisson
It's given in formula sheet. Square root of (n x prob x (1-prob)
30
In DRV, how to tell if the SD increased/decreased?
If the mode has decreased, and there is a more even spread