Is there a statistically significant difference between these time series?

Experts,

I have some wind velocity measurments in different experimental conditions and would like to talk about the difference between the measuement in a statitical way.

For example, my conclusion would be with X% confidence, there is no (or there is a) statitical difference between these time series.

Any suggestions about the statistical test method should I use in Matlab? ant examples or tuterials?

I am not really familiar with time series analysis, if it was a length measurment repeated for 10 times for two groups, anova would work, what about this case?

Thanks

Answer 1

[Harsha Priya Daggubati]

Hi, 

You can refer to the following example to help you get familiar with using Timeseries object along with features from Statistics and Machine Learning Toolbox.

https://www.mathworks.com/help/stats/examples/time-series-regression-of-airline-passenger-data.html

You can as well use ‘corrcoef’ function to find the correlation between two datasets. Refer to this documentation link for more details.

https://www.mathworks.com/help/matlab/ref/corrcoef.html.

Hope this helps!