The Adaptive Markets Hypothesis

Lo, A. W. (2004). The Adaptive Markets Hypothesis: Market efficiency from an evolutionary perspective. Journal of Portfolio Management, 30(5), 15–29, 30(5), 15-29.

Type

Journal article

Intellectual base

Primary research

Year

2004

Link

https://web.mit.edu/Alo/www/Papers/JPM2004.html

Cited from

economics_finance, synthesized

Cited by

2 citations across 2 artifacts.

Each citation links to the sentence it supports in the citing article.

Primes

• Efficient Market Hypothesis (EMH)
  • The solution involves iterating through these hypotheses, using cross-sectional tests, out-of-sample validation, and robustness checks.

    This sourceReframes efficiency as time-varying, emerging through competition, adaptation, and selection — supports marker 222 (market-efficiency-audit / iterating hypotheses) and the AMH framing at line 209. (No DOI; official MIT author page linked.)

• Self-Organized Criticality
  • Financial markets exhibit self-organized criticality where individual trading decisions, random shocks, and local price fluctuations (micro-scale chaos) aggregate into long-term trends, sectoral shifts, and institutional structures (macro-scale order), a multi-scale, fluctuation-driven dynamic Lo (2004) formalizes in his Adaptive Markets Hypothesis.

    This sourceReframes financial markets as evolutionary, multi-scale adaptive systems where micro-scale trader heterogeneity and volatility drive emergence of macro-scale institutional structures, price-discovery mechanisms, and regulatory frameworks.

Verification

This reference passed the adversarial substantiation pipeline: it was checked to exist and to support the claim it is attached to. See how references were verified.

Registry ID ref:400b5df27816 · see in the full table