Scalable GWR: A linear-time algorithm for large-scale geographically weighted regression with polynomial kernels

Daisuke Murakami, Narumasa Tsutsumida, Takahiro Yoshida +2

Although a number of studies have developed fast geographically weighted regression (GWR) algorithms for large samples, none of them has achieved linear-time estimation, which is c…