多層邏輯斯迴歸模式之應用

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题名:	多層邏輯斯迴歸模式之應用
其它题名:	The application polychotomous logistic regression model
作者:	王文青 Wang, Weng-Ching
贡献者:	林正祥 Lin, Chen-Hsiang 東海大學統計學系
关键词:	邏輯斯迴歸模式;多層邏輯斯迴歸模式;相對對比值;模式診斷;適合度檢定 Logistic regression model;Polychotomous logistic regression model;Odds ratio;Model diagnostics;Goodness of fit test
日期:	1997
上传时间:	2011-05-25T08:54:49Z (UTC)
摘要:	二元邏輯斯迴歸分析應用於社會科學,行為科學與公共衛生之領域由來已久.而多層邏輯斯迴歸模式則為二元邏輯斯迴歸之推廣.目前國內對這方面的研究並不多,主要的原因之一即是其在應用上較為複雜.本文的目的即是應用多層邏輯斯迴歸模式於實際數據上,以便對此模式有更深一層的了解. 吾等利用三組數據進行多層邏輯斯迴歸分析,其中除了推算出相對對比值外,亦包括有模式診斷及模式適合度檢定,對這三組數據做了完整而詳細的介紹及分析,我們希望能藉此提供一個實用的範例做為相關領域研究人員之重要參考. For a long time,binary logistic regression analysis has had its appications in many filds,such as social science,behavior science,public health,etc.Polychotomous logistic regression analysis is the extension of binary logistic regression analysis.There is not much research done about this topic in Taiwan now.This is partly because of the complexity of applications of polychotomous logistic regression analysis.The goal of this paper is to apply polychotomous logistic regression analysis to three data in order to know more about it.In this paper,we use three data to do polychotomous logistic regression analysis.Model papameters estimation,odds ratio,model diagnostics and goodness of fit test are included in the analysis.By introducing and analyzing three data completely and in detail,we hope that by supplying a practical example it will become an important reference in the associated fields.
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