Poisson Distribution Flashcards

1
Q

What is the Poisson ?
Po (λ)

A

how many events occur within some period of time, given the average rate of which they occur (λ)

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

what is the formula for poisson distribution?

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

how does poisson distribution arise from binomial?

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

Using / manipulating poisson

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

Working backwards

A

USE CALCULATOR

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

what are the conditions required for an event to be distributed via poisson

?

A
  1. randomly occuring events
  2. independant events
  3. average rate given

RIA

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

what is the scaling property of poisson?

A

the average rate (λ) can be scaled to a different time period/length
* if λ= 0.5 per 10cm
* per 100cm λ= 5

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

Are these following events poisson or not poisson ?

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q
A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

what is the additive property of poisson?

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q
A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

what is the mean and variance of poisson?

A

E (x) = Var (x) = λ

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q
A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

How could you approximate a binomial using a poisson?

A
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

why is binominal approxiamted to poisson?

A

as n becomes large , calaculating n! can be very large

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

if np is not less than 5, how can we use complimentary distribution?

A

count the number of failures rather than successes

17
Q
A
18
Q
A
19
Q
A

You can’t just name a distribution, you must state the whole thing

20
Q
A