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* Removing the outliers well is required to get reliable standard deviations;
 
* Removing the outliers well is required to get reliable standard deviations;
 
* Visual check of density profiles helps a lot;
 
* Visual check of density profiles helps a lot;
 +
* Cullen & Frey plots help to decide whether the data is clean enough for fitting;
 +
* QQ plots serves the same purpose;
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