I have some data that has two variables: spend and outcomes and they are given at a weekly frequency. I would like to model the relationship between the two at a yearly level, but do not have enough years worth of data to build a model. I do have about 3 years worth of weekly data, however, and would like to simulate several more weeks of data points (spend and outcomes) based on a bi-variate probability density between spend and outcomes which I could then use to roll up to a yearly frequency.
Is there a package in R that can take take two variables and find an estimate for the density function which I could then use to simulate many more data points?
Thanks so much!
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