Least Squares Sparse Principal Components Analysis
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Documentation for package ‘spca’ version 1.1.3
Help Pages
| spca-package | Least Squares Sparse Principal Components Analysis |
| aggregate_by_group | Aggregate SPCA Weights or Contributions by Group |
| aggregate_by_group.spca | Aggregate SPCA Weights or Contributions by Group |
| change_loadings_sign_spca | Change Component Signs in an SPCA Object (Deprecated Alias) |
| change_sign | Change Component Signs |
| change_sign.spca | Change Component Signs |
| change_weights_sign_spca | Change Component Signs in an SPCA Object (Deprecated Alias) |
| compare_spca | Compare Two or More 'spca' Solutions |
| holzinger | Holzinger-Swineford Student Ability Data |
| holzinger_scales | Holzinger-Swineford Student Ability Scales |
| is.spca | Test for SPCA Objects |
| new_spca | Construct an SPCA Object from a Set of Weights |
| pca | Computes Principal Components |
| plot.spca | Plot an 'spca' Object |
| print.spca | Print an 'spca' Object |
| qqplot_spca | Wachter QQ Plot for PCA Eigenvalues |
| qqplot_spca.spca | Wachter QQ Plot for PCA Eigenvalues |
| qqplot_spca.spca_pca | Wachter QQ Plot for PCA Eigenvalues |
| screeplot_spca | Plot PCA Eigenvalues in a Screeplot |
| screeplot_spca.spca | Plot PCA Eigenvalues in a Screeplot |
| screeplot_spca.spca_pca | Plot PCA Eigenvalues in a Screeplot |
| show_correlations | Show Correlations from an SPCA Object |
| show_correlations.spca | Show Correlations from an SPCA Object |
| show_weights | Show SPCA Weights or Contributions |
| show_weights.spca | Show SPCA Weights or Contributions |
| spca | Compute LS-SPCA Components |
| spca_object | Sparse Principal Component Analysis Object |
| spca_screeplot | Plot Eigenvalues in a Scree Plot (Deprecated) |
| summary.spca | Summarize an 'spca' Object |
| wachter_qqplot | Wachter QQ Plot for Eigenvalues (Deprecated) |