Performance Measures - Comparing measurement data with simulation data

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Hi there,
I have some observation and simluation data, and I would like to compare these two time-series to obtain the following parameters:
Mean error, root mean square error, correclation coffiction etc. Also, I need to plot the scatter plot.
I have attached the mat files including the TimeTable simulation and Observation data.
If anyone could help me with that, I would much appreciate it. Thank you and I look forward to hearing from you.
Regards,
Ali

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