Robust influence diagnostics for generalized linear models with continuous responses

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題名:	Robust influence diagnostics for generalized linear models with continuous responses
作者:	鄒宗山;Chien, Li-Chu;Tsou, Tsung-Shan
貢獻者:	理學院統計研究所
關鍵詞:	Diagnostics;generalized linear model;Generalized linear models;influential observation;robust influence diagnostic method;robust normal regression;Statistical methods;Studies
日期:	2014-01-01
上傳時間:	2026-04-23 12:59:41 (UTC+8)
出版者:	Wiley-Blackwell Publishing Ltd;Oxford: Blackwell Publishing Ltd
摘要:	摘要： This article introduces two parametric robust diagnostic methods for detecting influential observations in the setting of generalized linear models with continuous responses. The legitimacy of the two proposed methods requires no knowledge of the true underlying distributions so long as their second moments exist. The performance of the two proposed influence diagnostic tools is investigated through limited simulation studies and the analyses of an illustration. 其他題名： Statistica Neerlandica 出版者： Oxford: Blackwell Publishing Ltd 出版日期： 2014-11 出處： Statistica Neerlandica, 2014-11, Vol.68 (4), p.324-343 資源來源： Wiley Online Journals ** 版權： 2014 The Authors. Statistica Neerlandica © 2014 VVS. 識別號： ISSN: 0039-0402 識別號： EISSN: 1467-9574 識別號： DOI: 10.1111/stan.12044
顯示於類別:	[統計研究所] 期刊論文

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