2D FIELD MAP
Altman Z-score ANCOVA ANOVA ARCH and GARCH ARDL bounds testing ARIMA Backtesting Bayesian estimation CAPM Carhart four-factor model Chi-square tests Classification metrics Cluster analysis Cointegration Computational complexity analysis Confirmatory factor analysis Conjoint analysis Content analysis Conversation analysis Correlation Credit scoring Curriculum and policy document analysis Data envelopment analysis Descriptive statistics Discourse analysis Discriminant analysis Effect sizes and confidence intervals EGARCH Event study Expected shortfall Exploratory factor analysis Fama-French factor models Fixed and random effects panels Formal methods and proof Framework analysis Granger causality Herding dispersion tests Heuristic evaluation Hierarchical block regression Hyperparameter search Intercoder reliability Interpretative phenomenological analysis Learning analytics LLM evaluation Logistic regression Malmquist productivity index MANOVA Mediation analysis Merton distance to default Moderation analysis Monte Carlo simulation Narrative analysis Network analysis Non-parametric alternatives OLS and multiple linear regression Open, axial and selective coding PLS-SEM Portfolio sorting Principal component analysis Probit regression Q methodology Quantile regression Reflexive thematic analysis ROC-AUC and precision-recall curves Sentiment analysis of financial text Stochastic frontier analysis Structural equation modelling System GMM t-tests Template analysis Text mining Threshold GARCH Topic modelling Unit-root and stationarity tests Value at risk VAR and VECM Select a method to open its entry
Spatial position is an organising metaphor, not a ranking or a measured distance. Connections show curated relationships, including methods outside the current window. Glyph size reflects the number of connected methods, including incoming and outgoing links. Shared entries combine family shapes.
LAYER 06
Analysis Interpretive, statistical and computational ways to examine data and develop warranted conclusions.
01 Choose a constellation to enter a layer.
02 Select a method to explore its tradeoffs, practice and published evidence.
03 Add up to three entries to compare their requirements side by side.
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Family tags describe typical applications, not exclusive allegiances. Some concepts span all three families.