Exploratory Factor Analysis (SPSS/Statistics Questions & Answers), Everything you need to know about:

• Alpha factoring
• Anderson–Rubin method
• Common variance
• Communality
• Component matrix
• Confirmatory factor analysis CFA)
• Cronbach’s α
• Direct oblimin
• Equamax
• Extraction
• Factor analysis
• Factor loading
• Factor matrix
• Factor scores
• Factor transformation matrix, 
• Intraclass correlation coefficient (ICC)
• Kaiser–Meyer–Olkin (KMO) measure of sampling adequacy
• Kaiser’s criterion
• Latent variable
• Oblique rotation
• Orthogonal rotation
• Pattern matrix
• Principal component analysis (PCA)
• Promax
• Quartimax
• Random variance
• Rotation
• Scree plot
• Singularity
• Split-half reliability
• Structure matrix
• Unique variance
• Varimax