To estimate θ(x), Tjøstheim and Hufthammer (2013) follow the local likelihood approach proposed by Hjort and Jones (1996).
they define the parameters θ(x) to be the minimizer of the following local penalty function: (3) where K b is a product kernel function with bandwidth b = (b 1 , b 2 ).