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題名:典型相關分析:與其他統計方法之關係
書刊名:高雄師大學報
作者:傅粹馨 引用關係
作者(外文):Fu, Tsuey-shing
出版日期:1998
卷期:9
頁次:頁173-186
主題關鍵詞:典型相關分析母數方法無母數方法Canonical correlationParametric methodNonparametric method
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(1) 專書(0) 專書論文(0)
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  • 共同引用共同引用:3
  • 點閱點閱:40
     典型相關分析主要研究兩組變項間的相關,為多變量統計方法中之一種,它包含 了母數統計與無母數統計法(卡方分析),換言之,其他母數統計法均為典型相關分析的特 例。利用典型相關分析有助於學生瞭解,所有母數統計法均運用加權方式形成線性組合分數 ,而線性組合分數為分析的焦點所在。本文旨在運用實際研究資料,說明用典型相關分析所 得之結果,與用(一)簡單相關、(二)t檢定、(三)二因子變異數分析、(四)單因子 共變數分析、(五)單因子多變量變異數分析、(六)二因子多變量變異數分析、(七)多 元迴歸分析、(八)區別分析與(九)卡方分析等之結果相同,更可瞭解典型相關分析與其 他統計方法間之關係。
     Canonical correlation analysis explores the relationship between two sets of variables. It is a sophisticated multivariate technique that subsumes all parametric methods. In other words, all parametric methods are special cases of canonical correlation analysis. The instruction of canonical correlation analysis facilitates students to see that all parametric methods involve the creation of synthetic scores for each subject. The synthetic scores are the focus for analysis. The purpose of the present paper is to employ a real data set to demonstrate how canonical correlation analysis yields results the same as those results from other parametric methods. The parametric methods used in this paper are as follows: (1) Pearson product-moment correlation; (2) t-test; (3) two-way analysis of variane; (4) one-way analysis of covariance; (5) one-way multivariate analysis of variance; (6) two-way multivariate analysis of variance; (7) multiple regression analysis; (8) discriminant analysis; (9) chi-square test (nonparemetric method).
期刊論文
1.Thompson, B.(1991)。A primer on the logic and use of canonical correlation analysis。Measurement and Evaluation in Counseling and Development,24(2),80-95。  new window
2.Campbell, K. T.、Taylor, D. L.(1996)。Canonical correlation analysis as a general linear model: A heuristic lesson for teachers and students。The Journal of Experimental Education,64(2),157-171。  new window
3.林清山(19890100)。一般線性迴歸法在細格人數不等多因子設計的應用。測驗年刊,36,95-115。new window  延伸查詢new window
4.Knapp, T. R.(1978)。Canonical correlation analysis; A general parametric significance-testing system。Psychological Bulletin,85(2),410-416。  new window
5.Fish, L. J.(1988)。Why multivariate methods are usually vital。Measurement and Evaluation in Counseling and Development,21,130-137。  new window
會議論文
1.Arnold, M. E.(1996)。The relationship of canonical correlation analysis to other parametric methods。The annual meeting of the Southwest Educational Research Association,(會議日期: 1996/01)。New Oreleans。  new window
2.Campbell, K. T.、Taylor, D. L.(1993)。An explanation of canonical correlation analysis as the most general linear model with heuristic examples。The annual meeting of the Southwest Educational Research Association,(會議日期: 1993/01)。Austin, TX。  new window
3.Fan, X.(1992)。Canonical correlation analysis as a general analytical model。The Annual Meeting of the American Educational Research Association,(會議日期: 1992/04)。San Francisco。  new window
4.Freidrich, K. R.(1992)。Canonical correlation analysis: An instructional tool for all parametric statistical procedures。The annual meeting of the Southwest Educational Research Association,(會議日期: 1992/01)。Houston。  new window
5.Campo, S. F.(1990)。Canonical correlation as the most general parametric method: Implications for educational research。The annual meeting of the Southwest Educational Research Association。  new window
6.Thompson, B.(1988)。Canonical correlation analysis: An explanation with comments on correct practice。The annual meeting of the American Educational Research Association, New Orleans。New Orleans。  new window
7.Thompson, B.(1985)。Heuristics for teaching multivariate general linear model techniques。The annual meeting of the American Educational Research Association。Chicago。  new window
8.Thompson, B.(1988)。Common methodology mistakes in dissertations: Improving dissertation quality。The annual meeting of the Mid-South Educational Research Association。Louisville, KY。  new window
學位論文
1.吳明隆(1993)。國民小學學生電腦態度及其相關因素之研究(碩士論文)。國立高雄師範大學。  延伸查詢new window
圖書
1.Dunteman, G. H.(1984)。Introduction to multivariate analysis。Beverly Hills, CA:Sage。  new window
2.Cooley, William W.、Lohnes, Paul R.(1971)。Multivariate data analysis。New York:John Wiley & Sons。  new window
3.Kshirsagar, A. M.(1972)。Multivariate analysis。New York:Marcel Dekker, Inc.。  new window
4.Thompson, B.(1984)。Canonical correlation analysis: Use and interpretation。Beverly Hills:Sage。  new window
5.Tatsuoka, M. M.(1989)。Multivariate analysis: Techniques for educational and psychological research。New York:Wiley。  new window
6.林清山(1991)。多變項分析統計法。臺北市:東華書局。  延伸查詢new window
7.Stevens, J.(1996)。Applied multivariate statistics for the social sciences。Hillsdale, NJ:Lawrence Erlbaum Associates。  new window
8.Pedhazur, E. J.(1982)。Multiple Regression in Behavioral Research: Explanation and prediction。Holt, Rinehart & Winston。  new window
 
 
 
 
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