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Apply the Efficient Market Hypothesis (Fama, 1970) to evaluate information incorporation in asset prices across weak, semi-strong, and strong forms. Use this skill when the user needs to assess market efficiency, determine if a trading strategy can generate abnormal returns, evaluate event studies, or when they ask 'can technical analysis work', 'does the market already know this', or 'is this anomaly exploitable'.
npx skill4agent add asgard-ai-platform/skills grad-emhIRON LAW: In an efficient market, prices reflect available information —
beating the market consistently requires either superior information
or accepting more risk. No free lunch.| Form | Information Reflected | Implication |
|---|---|---|
| Weak | Historical prices | Technical analysis cannot earn excess returns |
| Semi-strong | All public info | Fundamental analysis cannot earn excess returns |
| Strong | All info (public + private) | Even insiders cannot earn excess returns |
## EMH Assessment: [Market / Strategy]
### Efficiency Form Tested
- Form: [weak / semi-strong / strong]
- Information set: [description]
### Evidence
| Test | Result | Supports Efficiency? |
|------|--------|---------------------|
| [test name] | [finding] | [Yes/No/Ambiguous] |
### Known Anomalies in This Context
- [List relevant anomalies and their current status]
### Conclusion
- [Efficiency assessment with caveats]
- [Joint-hypothesis caveat]