Outcome/Treatment Type Support Matrix

Outcome Treatment FastOLS CamlCATE
Continuous Binary ✅ ✅
Continuous Continuous ✅ 🟡1
Continuous Categorical ❌ ✅
Binary Binary ✅ 🟡2
Binary Continuous ✅ 🟡3
Binary Categorical ❌ 🟡4
Categorical Binary ❌ ❌
Categorical Continuous ❌ ❌
Categorical Categorical ❌ ❌
Multi-Dimensional - ✅ ❌
- Multi-Dimensional ❌ ❌

✅ - Full    🟡 - Partial    ❌ - Not yet

If you have a specific use case that is not covered by the current support matrix, please feel free to open an issue.

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Footnotes

  1. Missing validate method.↩︎

  2. Missing validate method.↩︎

  3. Missing validate method.↩︎

  4. Missing validate method.↩︎