Gaussian Distribution

Hi All, I am trying to plot a amplitude Gaussian distribution in Matlab. I have only amplitude peak, mean and sigma (sd) values. The peak is corresponding to the mean. How to get a Gaussian normal plot using only that three values? What could be the code for that?

 采纳的回答

This is really just plotting an equation, for practical purpose, you can plot from -4*sd to 4*sd. Let's say mu is the mean,
x = linspace(-4*sd,4*sd,1000);
y = 1/(2*pi*sd)*exp(-(x-mu).^2/(2*sd^2));
plot(x,y);

3 个评论

x = linspace((mu-4*sd),(mu+4*sd),1000);
makes better looking plots.
Clarification of the formula of gaussian distribution.
@Mohammed Ghouse Mohiuddin, in response to your flag > The code is incorrect, you just have to define mu and sd.
mu = 10;
sd = 4;
x = linspace(-4*sd,4*sd,1000);
y = 1/(2*pi*sd)*exp(-(x-mu).^2/(2*sd^2));
plot(x,y);

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更多回答(2 个)

0 个投票

To learn more about normal or Gaussian distribution, read the topic Normal Distribution.
If you have access to Statistics and Machine Learning toolbox, you can also make use of the makedist function, like so:
mu = 4; % Mean/amplitude value
sigma = 2; % Sigma/sd value
normdist = makedist("normal", "mu", 4, "sigma", 2)
normdist =
NormalDistribution Normal distribution mu = 4 sigma = 2
plot(normdist) % Automatically shows a graph of the distribution

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