Statements (52)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:alternativeTo |
gptkb:Cluster_Analysis
gptkb:Multidimensional_Scaling Item Response Theory |
| gptkbp:application |
Market Segmentation
Survey Analysis Personality Assessment Test Construction |
| gptkbp:assumes |
Linearity
No Multicollinearity Adequate Sample Size Multivariate Normality |
| gptkbp:developedBy |
gptkb:Charles_Spearman
|
| https://www.w3.org/2000/01/rdf-schema#label |
Factor Analysis
|
| gptkbp:introducedIn |
1904
|
| gptkbp:limitation |
Assumption Violations
Interpretation Complexity Sample Size Sensitivity Subjectivity in Factor Retention |
| gptkbp:method |
gptkb:Generalized_Least_Squares
Maximum Likelihood Principal Axis Factoring |
| gptkbp:output |
Eigenvalues
Communalities Factor Loadings Factor Scores |
| gptkbp:purpose |
Data Reduction
Identify Latent Variables Identify Underlying Structure |
| gptkbp:relatedTo |
gptkb:Latent_Variable_Model
Principal Component Analysis Confirmatory Factor Analysis Exploratory Factor Analysis |
| gptkbp:requires |
Correlation Matrix
|
| gptkbp:rotationMethod |
Equamax
Oblimin Promax Quartimax Varimax |
| gptkbp:software |
gptkb:SAS
gptkb:SPSS gptkb:Stata gptkb:Mplus R |
| gptkbp:usedIn |
gptkb:Psychology
Education Finance Social Sciences Market Research |
| gptkbp:bfsParent |
gptkb:Independent_Component_Analysis
gptkb:Multiple_Factor_Analysis |
| gptkbp:bfsLayer |
8
|