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題名:共同因素分析與主成份分析之比較
書刊名:彰化師大輔導學報
作者:黃財尉 引用關係
作者(外文):Huang, Tsai-wei
出版日期:2003
卷期:25
頁次:頁63-85
主題關鍵詞:共同因素分析共同性成分主成份分析萃取程序縮減式相關矩陣FactorCommon factor analysisCommunalityComponentPrincipal component analysisAbstracting proceduresReduced correlation matrix
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(13) 博士論文(2) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:13
  • 共同引用共同引用:18
  • 點閱點閱:66
本文主要藉文獻的考徵,探討共同因素分析與主成份分析在學理上與實徵上的差異,並從七個主題進行討論:(1)因素與成份的正名;(2)共同因素分析的原理;(3)主成份分析的原理;(4) 共同因素分析與主成份分析的學理比較;(5)共同因素分析與主成份分析的實徵研究比較;(6) 因素或成份的萃取程序比較;(7)應用與解釋上的差異比較。文末並提供兩方法相同、相異與相似之條件的歸納表格。
The main purpose of this artic1e was to explore the differences between common factor ana1ysis (CFA) and principa1 component ana1ysis (PCA) through literature reviews. Seven topics were discussed: (1) Factor or Component? (2) Retiona1es of CFA; (3) Rationa1es of PCA; (4) Comparisons of rationa1es between CFA and PCA; (5) Comparisons of empiric evidence between CFA and PCA; (6) Comparisons of abstracting procedures between CFA and PCA; (7) Comparisons of applications and interpretations between CFA and PCA. At the end of this artic1e, a fina1 comparison table, inc1uding the sameness, the differences, and the conditions of similarity between CFA and PCA was exhibited.
期刊論文
1.Widaman, K. F.(1993)。Common factor analysis versus principal component analysis: Differential bias in representing model parameters?。Multivariate Behavioral Research,28(3),263-311。  new window
2.Van Driel, O. P.(1978)。On Various Causes of Improper Solutions in Maximum Likelihood Factor Analysis。Psychometrika,43(2),225-243。  new window
3.Steiger, James H.(1990)。Some additional thoughts on components, factors, and factor indeterminacy。Multivariate Behavioral Research,25(1),41-45。  new window
4.Velicer, W. F.、Jackson, D. N.(1990)。Component Analysis versus Common Factor Analysis: Some Issues in Selecting An Appropriate Procedure。Multivariate Behavioral Research,25(1),1-28。  new window
5.Snock, S. C.、Gorsuch, R. L.(1989)。Component analysis versus common factor analysis: A Monte Carlo study。Psychological Bulletin,106(1),148-154。  new window
6.Gorsuch, R. L.(1990)。Common factor-analysis versus component analysis: Some well and little known facts。Multivariate Behavioral Research,25(1),33-39。  new window
7.傅粹馨(2002)。主成份分析和共同因素分析相關議題之探究。教育與社會研究,3,107-131。new window  延伸查詢new window
8.Fabrigar, Leandre R.、Wegener, Duane T.、MacCallum, Robert C.、Strahan, Erin J.(1999)。Evaluating the Use of Exploratory Factor Analysis in Psychological Research。Psychological Methods,4(3),272-299。  new window
圖書
1.Gorsuch, R. L.(1983)。Factor analvsis。Hillsdale, NJ:Lawrence Erlbaum。  new window
2.Hair, J. F.、Anderson, R. E.、Tatham, R. L.、Black, W. C.(1995)。Multivariate data analysis with readings。Upper Saddler River, NJ:Prentice-Hall。  new window
3.Anastasi, Anne(1988)。Psychological testing。Macmillan。  new window
4.林清山(1988)。多變項分析統計法。東華書局。  延伸查詢new window
其他
1.林清林(1987)。ALPHA因素分析理論、統計方法和實徵性研究。  延伸查詢new window
2.Bentler, P. M.(1990)。On the equivalence of factors and components。  new window
3.Dunteman, G. H.(1994)。Principal component analysis。  new window
4.Kim, J. O.(1994)。Factor analysis: Statistical method and practical issues。  new window
5.MacCallum, R. C.(1999)。Psychology 820 course packet,OH:The Ohio State University Press。  new window
6.McArdle, J. J.(1990)。Principles versus principals of structural factor analyses。  new window
7.Tucker, L. R.(1997)。Exploratory factor analysis。  new window
8.Velicer, W. F.(1982)。A comparison of component and factor patterns: A Monte Carlo approach。  new window
9.Warmbrod, J. R.(2000)。Agricultural Education 995 course packet,OH:The Ohio State University Press。  new window
圖書論文
1.翁儷禎(1995)。因素分析應用之一覽。社會調查與分析 : 社會科學研究方法檢討與前瞻之一。臺北:中央研究院民族學研究所。  延伸查詢new window
2.Browne, Michael W.、Cudeck, Robert(1993)。Alternative ways of assessing model fit。Testing Structural Equation Models。Sage。  new window
 
 
 
 
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