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題名 羅吉斯迴歸模型之變數選擇方法
作者 吳靜瑤
貢獻者 黃登源
吳靜瑤
日期 1989
上傳時間 4-May-2016 14:24:45 (UTC+8)
參考文獻 (1) D.R. Cox [1970] : The Analysis of Binary Data. London.
     (2) Douglas C. MontgomerY [1981] : Introduction to Linear Regression Analysis. John Wiley & Sons. H.Y.
     (3) Dennis E. Jennings (1986] : "Outliers and Residual Distributions in Logistic Regression" JASA 81. pp.987-990.
     (4) Dix. W.J. et.al [1985] : BMOP statisitcal softward.
     (5) John Neter. William Wasserman. Michael H. Kutner [1983] : Applied Linear Regression Mode Richard D. lrwi
     (6) Kennedy. Jr.W.J. and Gentle. J.E. [1980] : Statistical Computing.
     (7) Lawless. J.F. and Singhal. K. [1978] : .. Efficient Screening of Nonnoraml Regression Models" Biometrics 34. pp.318-327.
     (8) Lennart Nordbery [1982] : "Dn variable selection in Generalized linear and Related Regression Models" Department of Mathematics Royal Institute of Technology. S-10044 Stotcholm. Sweden pp.2427-2449.
     (9) Hidel Aickin [1983] : Linear Statistical Analysis of Discrete Data .華泰書局.
     (10) Nelder. J.A. and Wedderburn. R.W.H. [1972] : "Generalized Linear Models" JRSS A 135. pp.370-384.
     (11) Nordberg L. [1981a] : "Stepwise selection of Explanatory Variables in the Binary Logit Hodel" Scand J. Statist.pp.17-26.
     (12) Peduzzi. P.N .,Hardy. R.J. and Holford. T.R. [1980] : "A stepwise selection procedure for nonlinear regression models " Biometrics 36. pp.511-516.
     (13) SAS USER`S GUIDE [1985]: SAS/IHL. SAS INSTITUTE INC. CARY. NORTH CAROLINA.
     (14) SAS USER`S GUIDE [1985]: Statistics & Basic. SAS INSTITUTE INC. CARY. NORTH CAROLINA.
描述 碩士
國立政治大學
統計學系
資料來源 http://thesis.lib.nccu.edu.tw/record/#B2002005736
資料類型 thesis
dc.contributor.advisor 黃登源zh_TW
dc.contributor.author (Authors) 吳靜瑤zh_TW
dc.creator (作者) 吳靜瑤zh_TW
dc.date (日期) 1989en_US
dc.date.accessioned 4-May-2016 14:24:45 (UTC+8)-
dc.date.available 4-May-2016 14:24:45 (UTC+8)-
dc.date.issued (上傳時間) 4-May-2016 14:24:45 (UTC+8)-
dc.identifier (Other Identifiers) B2002005736en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/90502-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 統計學系zh_TW
dc.description.tableofcontents 目錄
     第一章 緒論……1
     第一節 研究動機與目的……1
     第二節 本文結構……2
     第二章 建立羅吉斯迴歸模型(Logistic Regression Mode1)……3
     第一節 為何要配適羅吉斯迴歸模型……3
     第二節 定義羅吉斯迴歸模型或稱Binary logit 模型……5
     第三節 二元反應變數,當配適羅吉斯迴歸模型時的特殊問題……9
     第四節 最大概似估計……11
     第五節 舉例……13
     第三章 最佳羅吉斯迴歸模型的選取……20
     第一節 問題的本質……20
     第二節 簡單介紹Mallows Cp 統計量……21
     第三節 羅吉斯迴歸模型的Lp統計量……24
     第四章 探討羅吉斯迴歸模型的另一種自變數選擇方法……27
     第一節 羅吉斯迴歸模型之對數概似函數的二次近似……27
     第二節 經變數變換後的自費數選擇程序……30
     第三節 對數概似函數近似式(4.13) 之評估……39
     第五章 模擬分析……40
     第六章 結論……48
     附錄……49
     參考文獻……69
zh_TW
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#B2002005736en_US
dc.title (題名) 羅吉斯迴歸模型之變數選擇方法zh_TW
dc.type (資料類型) thesisen_US
dc.relation.reference (參考文獻) (1) D.R. Cox [1970] : The Analysis of Binary Data. London.
     (2) Douglas C. MontgomerY [1981] : Introduction to Linear Regression Analysis. John Wiley & Sons. H.Y.
     (3) Dennis E. Jennings (1986] : "Outliers and Residual Distributions in Logistic Regression" JASA 81. pp.987-990.
     (4) Dix. W.J. et.al [1985] : BMOP statisitcal softward.
     (5) John Neter. William Wasserman. Michael H. Kutner [1983] : Applied Linear Regression Mode Richard D. lrwi
     (6) Kennedy. Jr.W.J. and Gentle. J.E. [1980] : Statistical Computing.
     (7) Lawless. J.F. and Singhal. K. [1978] : .. Efficient Screening of Nonnoraml Regression Models" Biometrics 34. pp.318-327.
     (8) Lennart Nordbery [1982] : "Dn variable selection in Generalized linear and Related Regression Models" Department of Mathematics Royal Institute of Technology. S-10044 Stotcholm. Sweden pp.2427-2449.
     (9) Hidel Aickin [1983] : Linear Statistical Analysis of Discrete Data .華泰書局.
     (10) Nelder. J.A. and Wedderburn. R.W.H. [1972] : "Generalized Linear Models" JRSS A 135. pp.370-384.
     (11) Nordberg L. [1981a] : "Stepwise selection of Explanatory Variables in the Binary Logit Hodel" Scand J. Statist.pp.17-26.
     (12) Peduzzi. P.N .,Hardy. R.J. and Holford. T.R. [1980] : "A stepwise selection procedure for nonlinear regression models " Biometrics 36. pp.511-516.
     (13) SAS USER`S GUIDE [1985]: SAS/IHL. SAS INSTITUTE INC. CARY. NORTH CAROLINA.
     (14) SAS USER`S GUIDE [1985]: Statistics & Basic. SAS INSTITUTE INC. CARY. NORTH CAROLINA.
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