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18-EFT.WP.Methods.CrossStats v1.0
- Foreword
- Chapter 1 — CrossStats: Domain Definition and Scope
- Chapter 2 — Axioms and Minimal Equations (Statistical Baseline)
- Chapter 3 — Sampling Design and Survey Weights (SRS/STRAT/CLUSTER)
- Chapter 4 — Estimation and Intervals (Frequentist/Bayesian Harmonization)
- Chapter 5 — Resampling and Cross-Validation (Bootstrap/Jackknife/K-fold)
- Chapter 6 — Multiple Comparisons and Error Control (FWER/FDR/Sequential)
- Chapter 7 | Drift, Distribution Alignment, and Baseline Refresh (W1/KL/PSI)
- Chapter 8 | A/B and Multi-Arm Experiments (Power, Sequential Stopping, Bias Correction)
- Chapter 9 | Calibration Transfer and Domain Adaptation (Platt/Isotonic/BBQ)
- Chapter 10 | Causal Inference and Deconfounding (PS/IPW/DR/IV)
- Chapter 11 | Time Series and Panel Data (ARIMA/State Space/ITS)
- Chapter 12 — Hierarchical Models and Partial Pooling (Borrowing Strength)
- Chapter 13 — Statistical Synthesis and Meta-Analysis (Fixed/Random Effects)
- Chapter 14 — Quality Metrics, SLOs & Audits (Statistical Services)
- Chapter 15 — Use Cases & Reference Implementations
- Appendix A — Interface Reference (I30 Full Set)
- Appendix B — Contract Library & Strategy Cards (C30 Full Set)
- Appendix C — Manifest Templates & Examples (stats manifest)
- Appendix D — Metrics & Drift Measures (Statistics-Only)
- Appendix E — Error & Uncertainty Propagation (Statistics Edition)