Pipeline Overview | DAG Validation | Target Network | Pipeline by Layer | Recent Changes | Reproducibility

Overview | Data Flow | Pipeline Configuration | RNA-seq Data | Clinical Data | Data Completeness | Quality Control | Data Sources | Recent Changes | Reproducibility

Overview | Clinical Demographics | Age at Diagnosis | Gender Distribution | Race Distribution | Vital Status | ISS Staging | ISS Stage Distribution | Age by ISS Stage | Survival Endpoints | Biospecimen Overview | Sample Types | Samples per Patient | RNA-seq Quality | Library Size Distribution | Genes Detected per Sample | Sample Clustering (PCA) | Cytogenetic Landscape | Alteration Frequencies | Oncoprint | Co-occurrence Analysis | DuckDB Query Examples | Example: Simple Query | Example: Aggregation with DuckDB | Cross-dataset Integration | Clinical-Informed Normalisation | Reference Ranges | Clinical vs Z-Score Comparison | Missingness as Signal | Variable Missingness | Does Missingness Predict Survival? | Data Sources | Recent Changes | Reproducibility

Overview | Method Comparison | Principal Component Analysis | Volcano Plot | MA Plot | Heatmap of Top DE Genes | Consensus Genes | Paired Longitudinal DE | Annotated DE Results | Pathway Enrichment Visualizations | GSEA Enrichment Dot Plot | ORA Enrichment Bar Plot | Next Steps | Data Sources | Recent Changes | Reproducibility

Overview | Overall Survival | Survival by ISS Stage | Survival by Cytogenetic Risk Group | Survival by Individual Cytogenetic Markers | Cox Proportional Hazards | Basic Model: Age + Gender | Full Model: Age + Gender + ISS + Cytogenetic Risk | Forest Plot | Proportional Hazards Assumption | Model Comparison | Survival by Gene Expression | Expression by Cytogenetic Subtype | Next Steps | Data Sources | Recent Changes | Bayesian Survival Models | Frequentist vs Bayesian Comparison | Reproducibility

Overview | Causal DAG | Key Causal Assumptions | Adjustment Sets | Model Adequacy Check | Interpretation | Implications for Analysis | References

r gene — Single Gene Characterization | Expression Distribution | Survival by Expression | Expression by Cytogenetic Subtype | Gene-Gene Correlations | Data Sources | Recent Changes | Reproducibility

Build Timing | Build Status Summary | Errors and Warnings | Outdated Targets | Size Distribution | Git Activity | Commit Velocity | Changes by Type | Changes by File Category | Recent Commits | GitHub Activity | Issues & Pull Requests | Codebase Metrics | Chunk-Target Audit | Reproducibility

Overview | Complete Data Dictionary | Clinical Data | Sample Rows | Biospecimen Data | RNA-seq Data | Treatment Data | Column Name Mappings | Units Reference | Data Sources & Links | R Code Examples | Loading Data | Exploring the Dictionary | Data Sources | Recent Changes | Reproducibility

Definitions | Units Reference | Recent Changes | Reproducibility

Overview | Available Endpoints | Example: curl | Example: R (jsonlite) | Example: Python (requests) | Raw Data Sources | Phase 2 Roadmap | Data Sources | Recent Changes | Reproducibility

Overview | MMRF CoMMpass Study | Citation | Data at a Glance | Data Access Tiers | Pipeline Data Sources (Real) | GDC Documentation | Synthetic Test Data (example_data()) | MSigDB Gene Sets | Bundled Files | Recent Changes | Reproducibility

Data Flow Pipeline | Layer Dependency Graph | Vignette Reading Guide | Session Information

Introduction to Diffusion-Limited Aggregation | Mathematical Foundations | Random Walk Process | Fractal Dimension | Growth Probability Distribution | Physical Principles | Screening Effect | Universality | Applications in Nature | Electrodeposition | Bacterial Colonies | Lightning and Dielectric Breakdown | Mineral Deposition | Computational Considerations | Algorithmic Efficiency | Noise Reduction | Connection to Other Models | Eden Model | Ballistic Aggregation | Reaction-Limited Aggregation | Quantitative Analysis | Density Profile | Growth Site Distribution | Harmonic Measure | Open Questions | References | Further Reading

Snapshot Overview | Coverage Summary | Missing Data | Recently Added Rows | Session Info

ETF Universe | Metadata (JustETF) | JustETF Screener API | Price History (Yahoo Finance) | Combined Analysis | Reproducibility & Metadata | Session Info | Data Structures | Targets Metadata | Robust path finding for _targets and _targets.R

Data Analysis Example | JustETF Screener | Session Info