diddesign

Contents:

  • User Guide
    • Installation
    • Quick Start
    • Data Requirements
    • Designs
      • Design Choice Guide
    • Parameter Selection Guide
    • Result Objects
    • Reading Returned Rows
    • Interpreting Results
    • Formula Interface
    • Covariates
    • Inference
    • Visualization
    • Built-in Datasets
    • Error Handling
    • Bootstrap Inference for Staggered Adoption
    • Summary Statistic Edge Cases
    • Plotting Row Requirements
    • Formula Validation
    • Time Label Validation
    • Boolean Numeric Validation
    • Random Seed Validation
    • Design Role and Cluster Validation
    • Bootstrap and Sequence Validation
    • GMM Availability Consistency
    • Negative GMM Weights
    • Boolean as_frame Validation
    • Estimator Filter Validation
    • Sequential DID Transformed Outcomes
    • SA Component Timing Weights
    • SA Placebo Timing Weights
    • Dataset Registry
  • Tutorials
    • Minimal RCS Double DID
    • Inspecting Component Weights
    • Real-Data RCS Workflow (Malesky 2014)
    • Staggered Adoption Workflow (Paglayan 2019)
    • K-DID with J-test
    • Preparing Plotting Rows
    • LaTeX Export
    • Using Covariates
  • Examples
    • Built-in Datasets
    • RCS Double DID (Malesky 2014)
    • Staggered Adoption (Paglayan 2019)
    • K-DID with J-test (Paglayan 2019)
    • RCS with Covariates
    • Formula Interface
    • Visualization
    • LaTeX Table Export
    • Running Repository Examples
    • Dataset Provenance
  • API Reference
    • Core Estimation
      • did()
      • did_check()
    • Result Objects
      • DidResult
      • diddesign.DIDResult
      • DidCheckResult
      • Estimate Row Types
      • Diagnostic Row Types
    • Summary and Reporting
      • summary()
      • format_summary()
      • DiagnosticsReporter
    • Formula Parsing
      • did_formula()
      • DidFormulaSpec
    • Plotting Rows
      • fit()
      • check()
    • Visualization
      • plot_estimates()
      • plot_diagnostics()
      • plot_trends()
      • plot_placebo()
      • plot_pattern()
    • Data Loading
      • data()
      • load_malesky2014()
      • load_paglayan2019()
    • Errors and Validation
      • DidDataError
      • DidError
      • DidValueError
      • DidRuntimeError
      • DidWarning
      • DataContractError
      • ErrorCode
      • WarningCode
      • did_warn()
    • Package Metadata
      • diddesign.__version__
diddesign
  • Search

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