Welcome to SparseSC’s 0.2.0 documentation!

Contents:

• Overview
  • Data
  • Synthetic Controls
  • SparseSC
  • Custom donor pools
  • Model types
• Fitting Sparse Synthetic Controls
  • Feature and Target Data
  • Data and Model Type
  • Fit (Joint)
  • Fit_fast (Separate)
  • Advanced Topics
• Synthetic Differences in Differences
  • Feature and Target Data
  • Statistical parameters
  • Additional parameters
• Model Types
  • Retrospective Treatment Effects
  • Prospective Treatment Effects
  • Prospective Treatment Effects training
  • Prospective Failure Detection
  • Summary
• API Reference
  • Estimate Treatment Effects
  • Fit a Synthetic Controls Model (Slow, Joint)
  • Fit a Synthetic Controls Model (Fast, Separate)
• Running Jobs in Parallel with Azure Batch
  • Setup
  • Cleaning Up
  • Solving
  • FAQ
• Developer Notes
  • Python environments
  • Building the docs
  • Running examples
  • Testing
  • Release Process

Examples:

• Anomaly Detection
  • Overview
  • Example
  • Model Details:

Indices and tables

• Index
• Module Index