Fitting gaussian curve to histogram in MATLAB

Fitting gaussian curve to histogram in MATLAB



I have a data set in excel so I passed it to MATLAB to draw a histogram and append gaussian fitting. My code is below.


vData = xlsread("2.xlsx");
figure(1);
hHist = histogram(vData, -2.7:0.001:-2.4);



As I run my code, I get a histogram like this
histogram of my data



To gaussian fit my histogram, I add some code like this


figure(2);
histfit(vData); % I'm not sure this is the right fitting method



But the result I got is like this
fitting on histogram



I guess the bin size and bin edge is not appropriate for my data because my data is usually clustered around -2.5.
hisfit method doesn't have bin size or bin edge parameter so I think I can't use this method.
I'm wondering how I can get an appropriate gaussian fitting to my histogram. Thank you for you help.






Do you have an extreme outlier in your data? What is max(vData)? If yes, removing the outlier(s) would solve your issue.

– Cris Luengo
Sep 7 '18 at 2:07



max(vData)






It worked. Thanks for your help!

– JaeWon Kim
Sep 7 '18 at 4:15





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