Aggregated Latent Space Index for Binary, Ordinal, and
Continuous Data
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Documentation for package ‘alsi’ version 0.2.0
Help Pages
| alsi | Compute Aggregated Latent Space Index (ALSI) |
| alsi_workflow | Complete ALSI Analysis Workflow |
| alsi_workflow_ordinal | Ordinal ALSI pipeline via homals ALS optimal scaling |
| ANR2 | ANR2: Binary Psychiatric Comorbidity Dataset |
| calsi | Compute Continuous Aggregated Latent Space Index (cALSI) |
| calsi_vs_sepa_demo | Demonstrate what cALSI adds beyond SEPA |
| calsi_workflow | Complete cALSI Workflow for Continuous Data |
| compare_sepa_calsi | Compare SEPA plane-wise summaries with cALSI |
| mca_align | Align MCA solution via Procrustes rotation with sign anchoring |
| mca_bootstrap | Bootstrap-Based Subspace Stability Assessment |
| mca_pa | Parallel Analysis for MCA Dimensionality Assessment |
| plot_category_projections | Plot Category Projections in MCA Space |
| plot_domain_loadings | Plot Domain Loadings in SVD Space |
| plot_subspace_stability | Plot Subspace Stability Diagnostics |
| plot_subspace_stability_cont | Plot Subspace Stability Diagnostics for Continuous Data |
| svd_align | Align SVD solution via Procrustes rotation with sign anchoring |
| svd_bootstrap | Bootstrap-Based Subspace Stability Assessment for Ipsatized SVD |
| svd_pa | Parallel Analysis for Ipsatized SVD Dimensionality Assessment |