Analisis faktor: Perbezaan antara semakan

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'''Analisis faktor''' ialah [[Perangkaan|kaedah statistik]] digunakan untuk menerangkan [[Varians|kebolehubahan]] antara [[Pemboleh ubah|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 ==
* {{citation |first=Dennis |last=Child |title=The Essentials of Factor Analysis |url=https://books.google.com/books?id=rQ2vdJgohH0C |year=2006 |publisher= [[Continuum International]] |isbn=978-0-8264-8000-2 |edition=3rd }}.
* {{cite journal |last1=Fabrigar |first1=L.R. |last2=Wegener |first2=D.T. |last3=MacCallum |first3=R.C. |last4=Strahan |first4=E.J. |title=Evaluating the use of exploratory factor analysis in psychological research |journal=Psychological Methods |volume=4 |issue=3 |pages=272–299 |date=September 1999 |doi=10.1037/1082-989X.4.3.272 }}
* B.T. Gray (1997) [http://eric.ed.gov/ERICWebPortal/contentdelivery/servlet/ERICServlet?accno=ED407418 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.
* {{citation| title= Foundations of Factor Analysis | last= Mulaik | first= S. A. | year= 2010 | author-link= Stanley A. Mulaik | publisher= [[Chapman & Hall]]}}.
* {{cite journal |last1=Preacher |first1=K.J. |last2=MacCallum |first2=R.C. |title= Repairing Tom Swift's Electric Factor Analysis Machine |journal= Understanding Statistics |volume=2 |issue=1 |pages=13–43 |date=2003 |doi=10.1207/S15328031US0201_02|hdl=1808/1492 |url=https://kuscholarworks.ku.edu/bitstream/1808/1492/1/preacher_maccallum_2003.pdf |hdl-access=free }}
* J.Schmid and J. M. Leiman (1957). The development of hierarchical factor solutions. ''Psychometrika'', 22(1), 53–61.
* {{citation |last=Thompson |first=B. |title=Exploratory and Confirmatory Factor Analysis: Understanding concepts and applications |publisher=[[American Psychological Association]] |location=Washington DC |year=2004
|isbn=978-1591470939 |url-access=registration |url=https://archive.org/details/exploratoryconfi0000thom }}.
 
* Hans-Georg Wolff, Katja Preising (2005)[https://web.archive.org/web/20120523230030/http://cat.inist.fr/?aModele=afficheN&cpsidt=16877522 Exploring item and higher order factor structure with the schmid-leiman solution : Syntax codes for SPSS and SAS]''Behavior research methods, instruments & computers'', 37 (1), 48-58
 
== Pautan luar ==
{{Commons category|Factor analysis}}
* [http://www.tqmp.org/RegularArticles/vol09-2/p079/p079.pdf A Beginner's Guide to Factor Analysis]
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* [http://www.fa100.info/index.html Factor Analysis at 100] — conference material
* [http://www.bioinf.jku.at/software/farms/farms.html FARMS — Factor Analysis for Robust Microarray Summarization, an R package]
 
 
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