A Causal Method Decision Tree
Acronyms:
- 2SLS: two-stage least squares
- ABN: A/B/N tests
- DAME/FLAME: Dynamic Almost Matching Exactly/Fast, Large-Scale Almost Matching Exactly
- DiD: difference-in-difference
- IV: instrumental variable
- K-NN: K-nearest neighbor
- ML: machine learning
- P-Score: propensity score
- RCT: randomized controlled trials
- RL: reinforcement learning
⚠️ Use with caution!
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Funded through a hybrid model of grants, gifts, and technology commercialization, GoPeaks started as a collection of research and technology development to accelerate and scale knowledge synthesis into real-world decision solutions. It is especially focused on knowledge graph-based prescriptive (causal) analytics. By grounding its solutions to improve multi-stakeholder performance management, its goal is to build a shared world brain serving broad interests of people and society. Please use the content on the GoPeaks website for non-commercial, educational purposes only.
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