I have a dataset of 30 social variables such as Facebook Likes, Posts, Comments, etc. I would like to see if these variables predict Website Views.
MY problem is I only have 3 months of data- or 3 data points. Thus I have a 3 by 30 dataset. My question is, how do I model with such few data points but lots of variables?
In addition, I would love a resource that walks through regression in R. My data does not even remotely look linear, so I don't know what to do next. Suggestions?