Getting better pdf and histogram

load InsulinReadings.mat
xX2 = InsulinReadings;
xX2(xX2==0)=missing;
A2 = mean(xX2,'all',"omitnan")

B2 = median(xX2,'all',"omitnan")

C2 = max(xX2,[],'all',"omitnan")

D2 = min(xX2,[],'all', "omitnan")

histogram(xX2)
[D PD] = allfitdist(xX2,'PDF');
xlabel('Insulin');
%Now get the CDF
[D PD] = allfitdist(xX2,'CDF');
xlabel('Insulin')

[Image Analyst]

I think you posted before you added the question.

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Answer 1

[Pratyush Swain]

Hi Nathaniel,

I understand you want to obtain a better pdf and histogram for your data. Please refer to https://www.mathworks.com/matlabcentral/answers/593578-calculating-pdf-from-data-set regarding how to obtain pdf from a dataset.

You can also try adjusting histogram properties like 'binwidth','numbins' to obtain a better histogram. For more information,please refer to https://www.mathworks.com/help/matlab/ref/matlab.graphics.chart.primitive.histogram.html

Hope this helps.