$begingroup$ I am serious about creating a GAM that contains a soap film smoother that may range in time. Below is undoubtedly an example utilizing synthetic information.
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Physiology was measured fifteen periods for each next, the visual attribute was calculated 1 time for each 2nd. I think that I have to make use of a cross-correlation and I discovered a perform for it in SPSS (I am only in a position to operate with SPSS and I haven't any background in arithmetic). As I'm entire novice in time-series analysis, I wish to know:
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$begingroup$ I've been experimenting with using cleaning soap film smoothers in mgcv to estimate the densities of a species above Area offered aerial imagery from the species' extent As well as in situ observations of densities.
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Hope that assists. I am worried I don't operate in SPSS so I can not help you there (I work in R myself). If you will discover a means to suit ARMA styles in SPSS and get the residuals, try to be capable of utilize the cross-correlation function about the residuals for your personal statistic.