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# Probabilistic Replacement (Scripts) 1.0

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## Probabilistic Replacement (Scripts) Publisher's description

### [X1,P1]=probreplace(X,P,X0,P0) returns the vectors X1 and P1 that are the values and probabilities such that for each value of input X it is probabilistically replaced by values of X0 with probability vector P0

[X1,P1]=probreplace(X,P,X0,P0) returns the vectors X1 and P1 that are the values and probabilities such that for each value of input X it is probabilistically replaced by values of X0 with probability vector P0.

If sum(P0)<1 then 1-sum(P0) is the probability that specific value of X will be unchanged.

Example:
Given the values x=[1 3 5] with probability vector p=[.1 .6 .3]
Replace each value with either a [3, 8] with probability vector [.1 .2]
(with .7 chance of leaving the individual value unchanged)

[x1,p1]=probreplace([1 3 5],[.1 .6 .3],[3 8],[.1 .2])

Ouput:
x1=[1 3 5 8]
p1=[0.07 0.52 0.21 0.20]

#### System Requirements:

MATLAB 7.9 (2009b)
Program Release Status: New Release
Program Install Support: Install and Uninstall

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