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Functions for common statistics distributions in R and Python

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Stats-Distribution

Functions relating to statistical distributions

Recall:

This is the Negative Binomial.

Where:

and

  • x = Number of Failures untill the r success

  • p = probability of a succes.

  • r = number of successes

The geometric is a special case for the Negative Binomial w/ r = 1

example: p = .16666 and n=10. Black line is r=1, red r = 2, green r=3, ... light blue r=6

This is the Binomial.

Where:

  • p = probability of a succes.

  • n = number of trials

example: n=20, p=.16666

This is the Poisson.

Where:

  • lambda= E[X] = VAR[X]

example: lambda = 3.5

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Functions for common statistics distributions in R and Python

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