Analisis faktor
Analisis faktor ialah kaedah statistik digunakan untuk menerangkan kebolehubahan antara pembolehubah diperhatikan dan berkorelasi dari segi bilangan pembolehubah tidak diperhatikan yang berpotensi lebih rendah yang dipanggil faktor. Sebagai contoh, ada kemungkinan variasi dalam enam pembolehubah yang diperhatikan terutamanya mencerminkan variasi dalam dua pembolehubah yang tidak diperhatikan (dasar). Analisis faktor mencari variasi bersama tersebut sebagai tindak balas kepada pembolehubah pendam yang tidak diperhatikan. Pembolehubah yang diperhatikan dimodelkan sebagai kombinasi linear faktor potensi, ditambah istilah "ralat".
Bacaan lanjut
sunting- Child, Dennis (2006), The Essentials of Factor Analysis (ed. 3rd), Continuum International, ISBN 978-0-8264-8000-2.
- Fabrigar, L.R.; Wegener, D.T.; MacCallum, R.C.; Strahan, E.J. (September 1999). "Evaluating the use of exploratory factor analysis in psychological research". Psychological Methods. 4 (3): 272–299. doi:10.1037/1082-989X.4.3.272.
- B.T. Gray (1997) Higher-Order Factor Analysis (Conference paper)
- Jennrich, Robert I., "Rotation to Simple Loadings Using Component Loss Function: The Oblique Case," Psychometrika, Vol. 71, No. 1, pp. 173–191, March 2006.
- Katz, Jeffrey Owen, and Rohlf, F. James. Primary product functionplane: An oblique rotation to simple structure. Multivariate Behavioral Research, April 1975, Vol. 10, pp. 219–232.
- Katz, Jeffrey Owen, and Rohlf, F. James. Functionplane: A new approach to simple structure rotation. Psychometrika, March 1974, Vol. 39, No. 1, pp. 37–51.
- Katz, Jeffrey Owen, and Rohlf, F. James. Function-point cluster analysis. Systematic Zoology, September 1973, Vol. 22, No. 3, pp. 295–301.
- Mulaik, S. A. (2010), Foundations of Factor Analysis, Chapman & Hall.
- Preacher, K.J.; MacCallum, R.C. (2003). "Repairing Tom Swift's Electric Factor Analysis Machine" (PDF). Understanding Statistics. 2 (1): 13–43. doi:10.1207/S15328031US0201_02. hdl:1808/1492.
- J.Schmid and J. M. Leiman (1957). The development of hierarchical factor solutions. Psychometrika, 22(1), 53–61.
- Thompson, B. (2004), Exploratory and Confirmatory Factor Analysis: Understanding concepts and applications, Washington DC: American Psychological Association, ISBN 978-1591470939.
- Hans-Georg Wolff, Katja Preising (2005)Exploring item and higher order factor structure with the schmid-leiman solution : Syntax codes for SPSS and SASBehavior research methods, instruments & computers, 37 (1), 48-58
Pautan luar
sunting| Wikimedia Commons mempunyai media berkaitan Analisis faktor |
- A Beginner's Guide to Factor Analysis
- Exploratory Factor Analysis. A Book Manuscript by Tucker, L. & MacCallum R. (1993). Retrieved June 8, 2006, from: [1]
- Garson, G. David, "Factor Analysis," from Statnotes: Topics in Multivariate Analysis. Retrieved on April 13, 2009 from StatNotes: Topics in Multivariate Analysis, from G. David Garson at North Carolina State University, Public Administration Program
- Factor Analysis at 100 — conference material
- FARMS — Factor Analysis for Robust Microarray Summarization, an R package