Prove central limit theorem

How do I make an attempt to prove the central limit theorm for following uniform variables? Their dimension are different and the size of the matrix, not necessarily has to be same.
IonTimeLaserD=randi(1,100)%miliseconds
IonTimeIonization=randi(1,100) %miliseconds
KEinitialKEinitial=randi(1,50) %0eV
Flightspeed=randi(1,50) %cm/s

6 件のコメント

Star Strider
Star Strider 2019 年 2 月 2 日
Use the conv (link) function to convolve them, and histogram (link) to see the result of the convolutions.
Chanaka Navarathna
Chanaka Navarathna 2019 年 2 月 2 日
I am not following much. To use conv function I have to use vectors on the brackets right? Can you show me an example? Thank you
Star Strider
Star Strider 2019 年 2 月 2 日
Try this:
v = rand(1, 10)-0.5;
c{1} = v;
for k = 2:50
c{k} = conv(c{k-1},v);
end
figure
histogram(c{end}, 21)
John D'Errico
John D'Errico 2019 年 2 月 2 日
Note that you won't theoretically "prove" the CLT by simple random sampling. A proof would require the use of limits.
Star Strider
Star Strider 2019 年 2 月 2 日
‘prove’ = ‘illustrate’
John D'Errico
John D'Errico 2019 年 2 月 5 日
編集済み: John D'Errico 2019 年 2 月 5 日
Um, no. I must disagree. :)
If the two were equivalent, then a picture of a pile of gold would be as good as that pile of gold. A picture of piles of currency in my private bank vault might serve to convince you that I MIGHT be rich, but it would not be proof of fact.
An illustrative example is nice, and it may convince you there is some meat behind an idea. But it is not a proof.

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