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題名 投影追蹤法理論與應用之研究
作者 甘貴華
貢獻者 鄭天擇
甘貴華
日期 1990
1989
上傳時間 3-May-2016 14:14:09 (UTC+8)
參考文獻 [1]Chen.Z.Y.(1989).,Robust Linear Discriminant Procedures Using Projection Pursuit Methods. PhD Thesis University of Michigan.
     [2] Diaconis. P. and Freedman.D. (1984)."Asympototics of Graphical Projection Pursuit. "The Annals of Statistics. 12.793-815.
     [3] Fill. J.A. and Johnstone. I. (1984)."On Projection Pursuit Measures of Multivariate Location and Dispersion." The Annals of Statistics.12.127-141.
     [4] Friedman. J.H. (1987) ... Exploratory Projection Pursuit." Journal of the American Statistical Association. 82.249-266.
     [5] Friedman. J.H. and Stuetzle.W. (1981) ." Projection Pursuit Regression. "Journal of the American Statistical Association.76.817-823.
     [6] Friedman. J.H. and Stuetzle,W. (1982) ." Projection Pursuit Methods for Data Analysis." In Modern Data Analysis (Launer.R.L. and Siegel.A.F. Eds) pp.123-147.New York:Academic Press.
     [7] Friedman, J.H .. Stuetzle.W. and Schroeder.A. (1984). "Projection Pursuit Density Estimation," Journal of the American Statistical Association.79.599-608.
     [8] Friedman, J.H. and Tukey,J.W. (1974). . .. .. A Projection Pursuit Algorithm for Exploratory Data Analysis IEEE Transactions on Computers.9,881-890.
     [9] Hall.P. (1989)." On Projection Pursuit Regression." The Annals of Statistics.17.573-588.
     [10] Hall.P. (1989). "On Polynomial-Based Projection Indices for Exploratory Projection Pursuit." The Annals of Statistics.17.589-605.
     [11] Huber. P.J. (1985). "Projection Pursuit." The Annals of Statistics.13.435-475.
     [12] Johnson. R.A. and Wichern.D.W. (1988) .Applied Multivariate Statistical Analysis.Second Edition.London :Prentice-Hall.lnc.
     [13] Jones.M.C. and Sibson.R. (1987). "What is Projection Pursuit? "Journal of the Royal Statistical Society .Ser.A.150.1-36.
     [14] Kendall.S.M. and Stuart.A. (1977) The Advanced Theory of Statistics.Vol.l.Fourth Edition.
     [15] Kruska I , J. B. (1969) , "Toward a Practical Method which Helps Uncover the Structure of a Set 01 Multivariate Observations by Finding the Linear Transformation
     which Optimizes a New "Index of Condensation ..... In Statistical Computation (Milton.R.C. and Nelder.J. A. Eds),pp.427-440.
     [16] Kruskal,J.B. (1972). "Linear Transformation of Multivariate Data to Reveal Clustering." In Multidimensional Scaling: Theory and Applications in the Behavioural Sciences. Vol. I. ( Shepard.R.N .,Romney.A. k. and Nerlove. S.B. Eds ) pp.179-191. London: Seminar
     Press.
     [17] LLG. and Chen.Z. (1985) Projection Pursuit Approach to Robust Dispersion Matrices and Principal Components: Primary Theory and Monte Carlo." Journal of the American Statistical Association.80.759
     [18] Renyi . A. (1970) Probability Theory. Amsterdam: North-Holland.
     [19] Seber. G.A.F. (1984). Multivariate observations. New York: John Wiley.
     [20] Silverman. B.V. (1986). Density Estimation for Statistics and Data Analysis. London. New York: Chapman and Hall.
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/#B2002005382
資料類型 thesis
dc.contributor.advisor 鄭天擇zh_TW
dc.contributor.author (Authors) 甘貴華zh_TW
dc.creator (作者) 甘貴華zh_TW
dc.date (日期) 1990en_US
dc.date (日期) 1989en_US
dc.date.accessioned 3-May-2016 14:14:09 (UTC+8)-
dc.date.available 3-May-2016 14:14:09 (UTC+8)-
dc.date.issued (上傳時間) 3-May-2016 14:14:09 (UTC+8)-
dc.identifier (Other Identifiers) B2002005382en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/90106-
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
     第二章 投影追蹤法……3
     2.1 投影追蹤法的理由及目的……3
     2.2 投影追蹤法的起與源定名……6
     2.3 投影追蹤法的沿革……6
     第三章 投影指數……11
     3.1 投影指數的性質……11
     3.2 熵指數……13
     3.3 動差指數……18
     3.3.1 Gram-Charlier 型A級數……19
     3.3.2 累差型式……21
     第四章 投影追蹤法在各種多變量統計方法上的應用……24
     4.1 投影追蹤法的流程型態……24
     4.1.1 迴歸分析……25
     4.1.2 密度估計……28
     4.2 判別分析……31
     4.3 主成分分析……33
     4.4 探測性分析……37
     第五章 結論……40
     參考文獻……44
zh_TW
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#B2002005382en_US
dc.title (題名) 投影追蹤法理論與應用之研究zh_TW
dc.type (資料類型) thesisen_US
dc.relation.reference (參考文獻) [1]Chen.Z.Y.(1989).,Robust Linear Discriminant Procedures Using Projection Pursuit Methods. PhD Thesis University of Michigan.
     [2] Diaconis. P. and Freedman.D. (1984)."Asympototics of Graphical Projection Pursuit. "The Annals of Statistics. 12.793-815.
     [3] Fill. J.A. and Johnstone. I. (1984)."On Projection Pursuit Measures of Multivariate Location and Dispersion." The Annals of Statistics.12.127-141.
     [4] Friedman. J.H. (1987) ... Exploratory Projection Pursuit." Journal of the American Statistical Association. 82.249-266.
     [5] Friedman. J.H. and Stuetzle.W. (1981) ." Projection Pursuit Regression. "Journal of the American Statistical Association.76.817-823.
     [6] Friedman. J.H. and Stuetzle,W. (1982) ." Projection Pursuit Methods for Data Analysis." In Modern Data Analysis (Launer.R.L. and Siegel.A.F. Eds) pp.123-147.New York:Academic Press.
     [7] Friedman, J.H .. Stuetzle.W. and Schroeder.A. (1984). "Projection Pursuit Density Estimation," Journal of the American Statistical Association.79.599-608.
     [8] Friedman, J.H. and Tukey,J.W. (1974). . .. .. A Projection Pursuit Algorithm for Exploratory Data Analysis IEEE Transactions on Computers.9,881-890.
     [9] Hall.P. (1989)." On Projection Pursuit Regression." The Annals of Statistics.17.573-588.
     [10] Hall.P. (1989). "On Polynomial-Based Projection Indices for Exploratory Projection Pursuit." The Annals of Statistics.17.589-605.
     [11] Huber. P.J. (1985). "Projection Pursuit." The Annals of Statistics.13.435-475.
     [12] Johnson. R.A. and Wichern.D.W. (1988) .Applied Multivariate Statistical Analysis.Second Edition.London :Prentice-Hall.lnc.
     [13] Jones.M.C. and Sibson.R. (1987). "What is Projection Pursuit? "Journal of the Royal Statistical Society .Ser.A.150.1-36.
     [14] Kendall.S.M. and Stuart.A. (1977) The Advanced Theory of Statistics.Vol.l.Fourth Edition.
     [15] Kruska I , J. B. (1969) , "Toward a Practical Method which Helps Uncover the Structure of a Set 01 Multivariate Observations by Finding the Linear Transformation
     which Optimizes a New "Index of Condensation ..... In Statistical Computation (Milton.R.C. and Nelder.J. A. Eds),pp.427-440.
     [16] Kruskal,J.B. (1972). "Linear Transformation of Multivariate Data to Reveal Clustering." In Multidimensional Scaling: Theory and Applications in the Behavioural Sciences. Vol. I. ( Shepard.R.N .,Romney.A. k. and Nerlove. S.B. Eds ) pp.179-191. London: Seminar
     Press.
     [17] LLG. and Chen.Z. (1985) Projection Pursuit Approach to Robust Dispersion Matrices and Principal Components: Primary Theory and Monte Carlo." Journal of the American Statistical Association.80.759
     [18] Renyi . A. (1970) Probability Theory. Amsterdam: North-Holland.
     [19] Seber. G.A.F. (1984). Multivariate observations. New York: John Wiley.
     [20] Silverman. B.V. (1986). Density Estimation for Statistics and Data Analysis. London. New York: Chapman and Hall.
zh_TW