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Suppose I have a time-series data (temperature and ice-cream sales). I would like to fit a copula model to this data (just to understand the dependency between these two variables. I do not want to fit a regression copula model). My question is, do I need to detrend the data? As I understand I can detrend the data only if I need to fit a regression model.

Maryam
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