Does using the randperm function affect the probability?
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I am trying to select random points from an array with equal probability. If i use the randperm function would that affect the probability of selecting any points from the array since there is no replacement? For example, if the array is 5x5, each point has 1/25 probability being selected. After selecting 1 point (without replacement) would that mean the probability for the remaining points increase to 1/24?
I am a bit confused if that is how this function work, would love if someone could explain this in a bit of a simpler way. Thanks!
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KALYAN ACHARJYA
on 28 Aug 2018
Edited: KALYAN ACHARJYA
on 28 Aug 2018
No
p=randperm(n) returns a row vector containing a random permutation of the integers from 1 to n inclusive. depending on the state of the random number generator. if random number generation the probability of selection is always the same.
Walter Roberson
on 28 Aug 2018
The code for randperm used to be approximately
[~, random_permutation] = sort( rand(1, N) );
The random values are chosen completely independently of each other, and then the ordering of those random values is found, and that is the random permutation. Determining the ordering obviously does not change the numeric values.
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