How to calculate the coefficient of variation in Matlab

173 vues (au cours des 30 derniers jours)
Xuefei Sun
Xuefei Sun le 22 Fév 2021
Modifié(e) : dpb le 11 Août 2021
I have 90000 time data and 90000 speed data, and the time are equally averaged. I need to calculate the coefficient of variation for every 30 sec and plot it.
Here is my code, and I got 3000*3000 for the coefficient of variation. So I cannot plot it. Does anyone know how to fix it?
a=time;
b=speed;
n=30;
time_aver=reshape(a,n,[]);
speed_aver=mean(reshape(b,n,[]));
%
time_std=reshape(a,n,[]);
speed_std=std(reshape(b,n,[]));
%
speed_CV=speed_std\speed_aver;
plot(time_aver,speed_aver,'LineWidth',2);
hold on
plot(time_std,speed_std,'LineWidth',2);

Réponse acceptée

dpb
dpb le 23 Fév 2021
Modifié(e) : dpb le 11 Août 2021
N=30;
mn=mean(reshape([time(:),speed(:)],N,[]));
sd=std(reshape([time(:),speed(:)],N,[]));
cv=reshape(sd./mn,[],N);
returns CV of time, speed as columns in cv.
  4 commentaires
Katharina Hofer
Katharina Hofer le 11 Août 2021
Shouldn't it be std divided by the mean, not mean divided by the std?
dpb
dpb le 11 Août 2021
Indeed. Good catch, @Katharina Hofer

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