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a matlab code of getting a value uniformly at random from a the set {-1,1}

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kortas manel
kortas manel on 11 Oct 2016
Commented: Walter Roberson on 14 Oct 2016
I need to get a value uniformly at random from a the set {-1,1}

Answers (5)

Massimo Zanetti
Massimo Zanetti on 11 Oct 2016
Edited: Massimo Zanetti on 12 Oct 2016
If you look for a real number in the interval [-1,1], here is it
n = 2*rand-1
If you look for an integer either 1 or -1, here is it
n = 2*randi(2)-3
  2 Comments
Massimo Zanetti
Massimo Zanetti on 12 Oct 2016
The first one returns a random REAL number in the interval [-1,1]. That is why it doesn't return only -1 or 1.
The second one, I have fixed it. Now it returns a random integer among {-1,1}.

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Matthew Eicholtz
Matthew Eicholtz on 11 Oct 2016
To generate values uniformly from the set {-1,1}, use:
N = 100;
x = 2*(rand(N,1)>0.5)-1;
where N is the number of values you want.

Walter Roberson
Walter Roberson on 12 Oct 2016
>> N=10000000;
>> timeit(@() 2*(rand(N,1)>0.5)-1, 0)
ans =
0.1797
>> timeit(@() 2*randi(2,N,1)-3, 0)
ans =
0.1467
>> timeit(@() 2*round(rand(N,1))-1, 0)
ans =
0.1269
  1 Comment
Walter Roberson
Walter Roberson on 14 Oct 2016
Using
N=10000000;
clear x;tic;x=2*round(rand(N,1))-1;toc %"round"
clear x;tic;x=2*(rand(N,1)>0.5)-1;toc %"rand>"
clear x;tic;x=2*randi(2,N,1)-3;toc %"randi"
and taking the lowest of several timings for each of the three, I record
same Virtual machine with Windows 10 (host is Mac)
  • R2011b: round 0.169, rand> 0.187, randi 0.218
  • R2012b: round 0.165, rand> 0.191, randi 0.220
  • R2013b: round 0.172, rand> 0.193, randi 0.220
  • R2015a: round 0.179, rand> 0.180, randi 0.169
  • R2015b: round 0.176, rand> 0.184, randi 0.155
  • R2016a: round 0.166, rand> 0.178, randi 0.156
  • R2016b: round 0.165, rand> 0.176, randi 0.150
So round did not change much; rand> got slightly faster; and randi improved a fair bit
Native on host (OS-X El Capitan)
  • R2014b: round 0.141, rand> 0.214, randi 0.144 %but randi was faster on average
  • R2015a: round 0.140, rand> 0.238, randi 0.148 %but randi was faster on average
  • R2015b: round 0.127, rand> 0.169, randi 0.143
  • R2016a: round 0.105, rand> 0.144, randi 0.122
  • R2016b: round 0.093, rand> 0.165, randi 0.117
so the three all got faster, but not all at the same time
The times to process rand> were sometimes worse on native OS-X than on emulated Windows 10, but the final times are pretty comparable; it might even be the case that if I were to boot into Windows 10 that the times for rand> might be better than running it in OS-X .
The final processing times for round are much better on OS-X
randi appears to have gotten faster on OS-X as of R2016a.
I note that the timing of randi getting faster differs between operating systems.

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James Tursa
James Tursa on 11 Oct 2016
Edited: James Tursa on 11 Oct 2016
Yet another way (although Matthew's Answer is faster so I voted for it):
N = number of values
R = 2*randi(2,N,1) - 3;
  6 Comments

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