rackelhuhn
rackelhuhn t1_jdrttnl wrote
Reply to comment by sudu1988 in [OC] Relation between the square meter price of an apartment and distance from Notre Dame de Paris in Paris and Ile-de-France by sudu1988
With this much data I would just fit a flexible regression like LOESS
rackelhuhn t1_jdut32m wrote
Reply to comment by r_linux_mod_isahoe in [OC] Relation between the square meter price of an apartment and distance from Notre Dame de Paris in Paris and Ile-de-France by sudu1988
I don't know why you're getting downvotes, maybe the statement is expressed a a bit too absolutely, but with large datasets and few dimensions there are almost no downsides to flexible regression approaches (LOESS, splines etc.) There is no reason to fit an exponential regression with this much data.