Normal random number generation
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I want to generate some random numbers which should lie between 0 and 1. Also those values should follow nornal ditribution. Is there any readymade function for it, in MATLAB?
1 Commento
Dyuman Joshi
il 22 Set 2022
Modificato: Dyuman Joshi
il 22 Set 2022
You can normalize the data in between 0 to 1, though I am not sure if it will still follow normal distribution or not.
y=randn(1,7)
y=(y-min(y))/(max(y)-min(y))
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Risposte (2)
Torsten
il 22 Set 2022
Modificato: Torsten
il 22 Set 2022
pd = makedist('Normal');
t = truncate(pd,0,1);
r = random(t,1e6,1);
figure(1)
histogram(r,100)
Or directly:
r = -sqrt(2)*erfinv(rand(1e6,1)*erf(-1/sqrt(2)));
figure(2)
histogram(r,100)
Of course, the random numbers are not normally distributed in the usual sense.
1 Commento
Dyuman Joshi
il 22 Set 2022
Quite a neat function.
However, OP might not have access to Stats and ML toolboox.
Bruno Luong
il 22 Set 2022
Here is an alternatve without stats tbx
X=TruncatedGaussian(-1,[0 1],[1, 1e6]);
histogram(X)
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