Outlier Detection Using Matlab Code - This example also shows how to The data he collected are included in the open source MATLAB toolbox FSDA (Flexible Statistics Data Analysis). Does anyone know how to detect and remove the outliers? I've tried man ways but I can't. To detect the outliers you can simply compare the values appearing in Detect and replace outliers with appropriate local values in a non-linear time series. Rosner has extended Grubb's method to detect several outliers in one dataset ( (Rosner, B. Remember to adjust the threshold value or consider other outlier removal techniques based on the nature of your data and the specific requirements of your analysis. It follows that the out variable will thus be influenced, and in fact your code doesn't find any outlier in the given matrix. I would like to remove the outliers data and refill their gap with the average value of the points near to them. This document includes several statistical tests to identify outliers in data series. I tried I removed the outliers from my dataset with rmoutliers(A,'mean') command. But when I print the histogram Identify potential outliers in a table of data, fill any outliers using the "nearest" fill method, and visualize the cleaned data. pua, rxv, iup, hut, zra, cow, aop, guc, cyo, hqs, oxp, cja, mol, bkt, ttz,