doi: 10.3758/bf03200807.
SPSS and SAS programs for determining the number of components using parallel analysis and velicer's MAP test
Affiliations
- PMID: 11029811
- DOI: 10.3758/bf03200807
Item in Clipboard
SPSS and SAS programs for determining the number of components using parallel analysis and velicer's MAP test
Behav Res Methods Instrum Comput.
2000 Aug.
Abstract
Popular statistical software packages do not have the proper procedures for determining the number of components in factor and principal components analyses. Parallel analysis and Velicer's minimum average partial (MAP) test are validated procedures, recommended widely by statisticians. However, many researchers continue to use alternative, simpler, but flawed procedures, such as the eigenvalues-greater-than-one rule. Use of the proper procedures might be increased if these procedures could be conducted within familiar software environments. This paper describes brief and efficient programs for using SPSS and SAS to conduct parallel analyses and the MAP test.
Similar articles
-
SPSS and SAS programs for generalizability theory analyses.Behav Res Methods. 2006 Aug;38(3):542-7. doi: 10.3758/bf03192810. Behav Res Methods. 2006. PMID: 17186766
-
Investigating population stratification and admixture using eigenanalysis of dense genotypes.Heredity (Edinb). 2011 Oct;107(5):413-20. doi: 10.1038/hdy.2011.26. Epub 2011 Mar 30. Heredity (Edinb). 2011. PMID: 21448230 Free PMC article.
-
[The French adaptation of the STAXI-2, C.D. Spielberger's State-trait anger expression inventory].Encephale. 2008 Jun;34(3):249-55. doi: 10.1016/j.encep.2007.06.001. Epub 2007 Oct 10. Encephale. 2008. PMID: 18558145 French.
-
SPSS and SAS programming for the testing of mediation models.Nurs Res. 2004 Jan-Feb;53(1):59-62. doi: 10.1097/00006199-200401000-00009. Nurs Res. 2004. PMID: 14726778 Review.
-
Methodological issues in determining the dimensionality of composite health measures using principal component analysis: case illustration and suggestions for practice.Qual Life Res. 2005 Apr;14(3):641-54. doi: 10.1007/s11136-004-1260-6. Qual Life Res. 2005. PMID: 16022058 Review.
Cited by
-
Development and Psychometric Evaluation of the Chinese Feeding Difficulty Index (Ch-FDI) for People with Dementia.PLoS One. 2015 Jul 21;10(7):e0133716. doi: 10.1371/journal.pone.0133716. eCollection 2015. PLoS One. 2015. PMID: 26196126 Free PMC article.
-
Adult vampire bats produce contact calls when isolated: acoustic variation by species, population, colony, and individual.PLoS One. 2012;7(6):e38791. doi: 10.1371/journal.pone.0038791. Epub 2012 Jun 14. PLoS One. 2012. PMID: 22719947 Free PMC article.
-
Factor analysis of the Resilience Scale for Brazilian caregivers of people with Alzheimer's disease.Trends Psychiatry Psychother. 2021 Oct-Dec;43(4):311-319. doi: 10.47626/2237-6089-2020-0179. Epub 2021 May 21. Trends Psychiatry Psychother. 2021. PMID: 34043897 Free PMC article.
-
The Water Load Test As a Measure of Gastric Interoception: Development of a Two-Stage Protocol and Application to a Healthy Female Population.PLoS One. 2016 Sep 22;11(9):e0163574. doi: 10.1371/journal.pone.0163574. eCollection 2016. PLoS One. 2016. PMID: 27657528 Free PMC article.
-
Rasch Analysis of the Wrist and Hand Fugl-Meyer: Dimensionality and Item-Level Characteristics.J Neurol Phys Ther. 2015 Jul;39(3):185-92. doi: 10.1097/NPT.0000000000000096. J Neurol Phys Ther. 2015. PMID: 26050075 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Other Literature Sources