An Efficient Computation Strategy for Generalized Single-Index Models and Their Variants by Integrating With GAM.

Various generalizations of single-index models and associated estimation methods have been developed. However, implementing these developed methods requires much effort to program, case by case, due to the lack of a common and flexible vehicle to cover them. We suggest an efficient computation strat...

Descripción completa

Detalles Bibliográficos

Publicado en:	American Statistician Vol. 79; no. 3; pp. 302 - 311
Autores principales:	Li, Ximin, Liang, Haozhe, Liang, Hua
Formato:	Artículo
Publicado:	Taylor & Francis Ltd Aug2025
Materias:	Empirical research Electronic data processing Statistical models Nonlinear functions Computer performance Estimation theory
Acceso en línea:	Ver este registro en EBSCOhost