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How to assess the accuracy loss when switching from hourly to daily data collection?

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Hey guys,
so right now I am trying to determine if it is possible to start collecting daily data (wind speed) at my measuring station instead of hourly data collection without a significant loss in quality.
My present solutions would include:
  • Comparison of mean values via histograms
  • Calculation and comparison of standard deviation and variance
  • Execution of an F-Type Test
But I am not too convinced myself.
So of any of you have any ideas how to approach this let me know!
Thanks in advance

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