2 papers
stat.ME2026
Generalized linear models with spatial dependence and a functional covariate
Sooran Kim, Mark S. Kaiser, Xiongtao Dai
We extend generalized functional linear models under independence to a situation in which a functional covariate is related to a scalar response variable that exhibits spatial depe…
stat.ME2024
Exploring Spatial Generalized Functional Linear Models: A Comparative Simulation Study and Analysis of COVID-19
Sooran Kim, Mark S. Kaiser, Xiongtao Dai
Implementation of spatial generalized linear models with a functional covariate can be accomplished through the use of a truncated basis expansion of the covariate process. In prac…