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  "Title": "Energy Burden Analysis Using Net Energy Return Methodology",
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  "Description": "Calculate and analyze household energy burden using the\nNet Energy Return aggregation methodology. Functions support\nweighted statistical calculations across geographic and\ndemographic cohorts, with utilities for formatting results into\npublication-ready tables. Methods are based on Scheier &\nKittner (2022) <doi:10.1038/s41467-021-27673-y>.",
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      "title": "Orange County NC Energy Burden Sample Data",
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      "table": false,
      "tojson": true
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      "title": "Check Available Data Sources",
      "topics": [
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    },
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      "page": "clear_all_cache",
      "title": "Clear all emburden cache and database",
      "topics": [
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    {
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      "title": "Colorize Text for Knitted Documents",
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      "title": "Compare Energy Burden Between Years",
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      "title": "Calculate Disposable Energy-Adjusted Resources (DEAR)",
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      "title": "Calculate Energy Burden",
      "topics": [
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      "title": "Calculate Energy Return on Investment (EROI)",
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      "title": "Get Dataset Information",
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      "title": "List Available Income Brackets",
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      "title": "Calculate Net Energy Burden (NEB)",
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      "title": "emburden: Temporal Analysis of Household Energy Burden Using Net Energy Return Metrics",
      "author": "Eric Scheier",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Abstract",
        "Introduction",
        "Mathematical foundations",
        "Comparison with energy burden",
        "Energy poverty threshold",
        "The LEAD Tool and temporal analysis",
        "Package design philosophy",
        "Methodology",
        "Data sources",
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        "Data processing",
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        "Weighted aggregation",
        "Data quality considerations",
        "Package architecture",
        "Core functions",
        "Data loading functions",
        "Analysis examples",
        "Temporal comparison workflow",
        "Understanding the output",
        "Example 1: State-level temporal analysis",
        "Example 2: Income bracket analysis",
        "Example 3: Multi-state comparison",
        "Example 4: Housing tenure analysis",
        "Example 5: Federal Poverty Line analysis",
        "Example 6: Census tract-level analysis",
        "Discussion",
        "Policy implications",
        "Split-incentive and principal-agent problems",
        "Data limitations and considerations",
        "Iterative proportional fitting constraints",
        "Income measurement challenges",
        "Energy expenditure estimation",
        "Future research directions",
        "Additional vintages",
        "Additional metrics",
        "Spatial analysis enhancements",
        "Causal analysis tools",
        "Comparison with existing tools",
        "Conclusion",
        "References"
      ],
      "created": "2025-11-10 23:37:04",
      "modified": "2025-12-15 14:42:12",
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      "filename": "getting-started.html",
      "title": "Getting Started with emburden",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Installation",
        "What is Energy Burden?",
        "Quick Example: Single Household",
        "Loading Data",
        "Calculating Metrics from Cohort Data",
        "Aggregating Energy Burden (Critical!)",
        "The WRONG Way",
        "The CORRECT Way: Via Net Energy Return",
        "Analysis by Income Bracket",
        "Identifying High Energy Burden Households",
        "Using calculate_weighted_metrics()",
        "Key Takeaways",
        "Temporal Comparison",
        "Analyzing Energy Burden by Housing Characteristics",
        "Example: Comparing Renters vs Owners by Heating Fuel",
        "Example: Energy Burden by Building Age and Type",
        "Key Insights from Housing Analysis",
        "Next Steps",
        "References"
      ],
      "created": "2025-11-06 00:36:05",
      "modified": "2026-05-18 19:47:21",
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      "title": "Net Energy Return Methodology",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "The Problem: Aggregating Ratios",
        "Why Arithmetic Mean Fails",
        "The Correct Approach: Harmonic Mean",
        "The Solution: Net Energy Return (Nh)",
        "Mathematical Relationship",
        "Aggregation via Arithmetic Mean",
        "Why This Works: The Mathematics",
        "Computational Advantages (For Aggregation)",
        "Numerical Stability",
        "Error from Incorrect Aggregation",
        "Practical Workflow",
        "Summary",
        "Key Principles",
        "The Correct Formula",
        "Common Mistakes to Avoid",
        "References",
        "Mathematical Appendix",
        "Identity Proofs"
      ],
      "created": "2025-11-06 00:36:05",
      "modified": "2025-11-06 00:36:05",
      "commits": 1
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