Asymptotic statistical equivalence for scalar ergodic diffusions

被引:0
作者
Arnak Dalalyan
Markus Reiß
机构
[1] Université Paris VI,Laboratoire de Probabilités
[2] Weierstraß Institute for Applied Analysis and Stochastics,undefined
来源
Probability Theory and Related Fields | 2006年 / 134卷
关键词
62B15; 62C05; 62G20; 62M99; Asymptotic equivalence; Statistical experiment; Le Cam distance; Ergodic diffusion; Local time; Mixed Gaussian white noise;
D O I
暂无
中图分类号
学科分类号
摘要
For scalar diffusion models with unknown drift function asymptotic equivalence in the sense of Le Cam's deficiency between statistical experiments is considered under long-time asymptotics. A local asymptotic equivalence result is established with an accompanying sequence of simple Gaussian shift experiments. Corresponding globally asymptotically equivalent experiments are obtained as compound experiments. The results are extended in several directions including time discretisation. An explicit transformation of decision functions from the Gaussian to the diffusion experiment is constructed.
引用
收藏
页码:248 / 282
页数:34
相关论文
共 14 条
[1]  
Brown undefined(3)undefined Ann. Stat. 30 688-undefined
[2]  
Brown undefined(6)undefined Ann. Stat. 24 2384-undefined
[3]  
Brown undefined(4)undefined Statist. Sinica 13 993-undefined
[4]  
Brown undefined(1)undefined Ann. Stat. 26 279-undefined
[5]  
Dalalyan undefined(4)undefined Math. Methods Statist. 11 402-undefined
[6]  
Delattre undefined(2)undefined Bernoulli 8 139-undefined
[7]  
Drees undefined(1)undefined Ann. Statist. 29 266-undefined
[8]  
Genon-Catalot undefined(3)undefined Ann. Stat. 30 731-undefined
[9]  
Grama undefined(2)undefined Probab. Theory Relat. Fields 111 167-undefined
[10]  
Grama undefined(1)undefined Math. Methods Stat. 11 1-undefined