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On the validity of the perturbation method in asymptotic theory

 

作者: Jeanne fine,  

 

期刊: Statistics  (Taylor Available online 1987)
卷期: Volume 18, issue 3  

页码: 401-414

 

ISSN:0233-1888

 

年代: 1987

 

DOI:10.1080/02331888708802037

 

出版商: Akademie-Verlag

 

关键词: Perturbation method;asymptotic theory;multivariate analysis

 

数据来源: Taylor

 

摘要:

The perturbation methods and the Taylor expansions are very often used to obtain test statistics approximations in multivariate analysis (Specially in Principal Component and Canonical Analyses). These approximations are then used to obtain formal Edgeworth expransions of the distribution functions of the statistics. BHATTACHARYA and GHOSH 1978 have justified these practices under suitable assumptions. In this paper a non classical perturbation problem is solved in order to obtain almost surely expansions of test statistics

 

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