Asymptotic theory of generalized information criterion for geostatistical regression model selection

Chih-Hao Chang, Hsin-Cheng Huang, Ching-Kang Ing

Information criteria, such as Akaike's information criterion and Bayesian information criterion are often applied in model selection. However, their asymptotic behaviors for select…