摘要
本文给出了新的线性模型选队准则Λ.由Λ推广得到的Λα,在适当选取α之后,能够渐近正确地选出真模型的阶数.文中讨论了AICC和Λα的选阶比较问题。
In this article a new order selection criterion,Λ, is introduced for linear model. The generalized criterionΛα , which is the parameter version of Λ, is asymptotically just-fitting for properly chosen α. The comparison of AICC and Λα is carried out in the last section.
出处
《南开大学学报(自然科学版)》
CAS
CSCD
北大核心
1998年第1期14-20,共7页
Acta Scientiarum Naturalium Universitatis Nankaiensis
关键词
候选模型
真模型
线性模型
选阶
asymptotically just-fitting
candidate family
operating model
overfitting
underfitting