how can I change the code to have only unique CDF and PDF plot?not for all samples

2 visualizaciones (últimos 30 días)
mu = 1;
sigma = 5; % make the distribution as wide as we want.
N = 100;
randgeneration = randn(N,1)*sigma + mu;
pdfNormal = normpdf(randgeneration, mu, sigma);
figure;
subplot(2,2,1)
plot(randgeneration, pdfNormal);
xlabel('randomgeneration');
ylabel('pdfNormal');
subplot(2,2,2)
histogram(randgeneration);
subplot(2,2,3)
histfit(randgeneration);
subplot(2,2,4);
pd=makedist('Normal'); %create probability distribution object
cumulativedis=cdf(pd,randgeneration);
plot(randgeneration,cumulativedis,'r-.');
xlabel('randgeneration');
ylabel('CDF');
disp(mean(randgeneration));
disp(std(randgeneration))

Respuesta aceptada

Star Strider
Star Strider el 16 de Mayo de 2022
I am not absolutely certain what you want.
If you want one plot for the first and last subplots, rather than multiple lines in each one, sort them by first sorting ‘randgeneration’ and using that index for it and the others (the second and third subplots are histograms, so the order is irrelevant for them) —
mu = 1;
sigma = 5; % make the distribution as wide as we want.
N = 100;
randgeneration = randn(N,1)*sigma + mu;
[~,ix] = sort(randgeneration); % Create Sorting Index
pdfNormal = normpdf(randgeneration, mu, sigma);
figure;
subplot(2,2,1)
plot(randgeneration(ix), pdfNormal(ix));
xlabel('randomgeneration');
ylabel('pdfNormal');
subplot(2,2,2)
histogram(randgeneration);
subplot(2,2,3)
histfit(randgeneration);
subplot(2,2,4);
pd=makedist('Normal'); %create probability distribution object
cumulativedis=cdf(pd,randgeneration);
plot(randgeneration(ix),cumulativedis(ix),'r-.');
xlabel('randgeneration');
ylabel('CDF');
disp(mean(randgeneration));
1.2960
disp(std(randgeneration))
4.6708
.

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