Advanced Analytics
Multivariate, dimensionality, clustering, and causal methods beyond the core test suite.
6 min readOpen in app
Advanced Analytics groups the heavier multivariate methods into ten tabs. Pick a family, map your variables, and get assumptions, diagnostics, and a plain-language interpretation alongside the output.
- Multivariate: MANOVA, discriminant analysis, canonical correlation
- Dimensionality: PCA, exploratory & confirmatory factor analysis, MDS
- Clustering: k-means, hierarchical, latent class / mixture models
- Causal & path: mediation, moderation, propensity methods, event-study difference-in-differences (DiD), SEM
- Missing data: multiple imputation (MICE), FIML, and MNAR delta / tipping-point sensitivity
- Meta-analysis: fixed/random effects, and meta-regression with moderators
- Time-to-event and repeated-measures extensions
Not sure where a method lives? The platform also surfaces it from the in-app search — Advanced Analytics, Advanced Regression, Domain Analytics, and Network & Spatial each own a distinct slice.