You must Examine these within your info before proceeding; there are numerous transformations you are able to do in your data to assist make them additional usual if required (like Box-Cox).
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The calculation will produce a plot that reveals if there is a causality in between The 2 inputs, X and Y, and at what lags it is significant.
if cross-correlation is the proper statistic right here or whether or not I need to use Several other variety of model?
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Hope that can help. I am afraid I do not operate in SPSS so I can't help you there (I do the job in R myself). If yow will discover a method to suit ARMA designs in SPSS and have the residuals, you have to be capable to use the cross-correlation purpose about the residuals for the statistic.