SparseSC
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Contents:
Overview
Fitting Sparse Synthetic Controls
Synthetic Differences in Differences
Model Types
API Reference
Running Jobs in Parallel with Azure Batch
Developer Notes
Examples:
Anomaly Detection
SparseSC
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Welcome to SparseSC’s 0.2.0 documentation!
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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
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