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Cited by 3,731

The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.

Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test

Lo, Andrew W., MacKinlay, A. Craig·1988·Review of Financial Studies

Abstract

In this article we test the random walk hypothesis for weekly stock market returns by comparing variance estimators derived from data sampled at different frequencies. The random walk model is strongly rejected for the entire sample period (1962–1985) and for all subperiods for a variety of aggregate returns indexes and size-sorted portfolios. Although the rejections are due largely to the behavior of small stocks, they cannot be attributed completely to the effects of infrequent trading or time-varying volatilities. Moreover, the rejection of the random walk for weekly returns does not support a mean-reverting model of asset prices.

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Metadata

Authors
Lo, A. W., & MacKinlay, A. C.
Venue
Review of Financial Studies
Published
1988-01
Volume
1
Issue
1
Pages
41-66
ISSN
  • 0893-9454 (ISSN-L)
  • 1465-7368
OpenAlex
W3123598380
Cited by
3,731
References
3
FWCI
69.35
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test. https://app.cochat.ai/papers/10.1093/rfs/1.1.41
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Lo, A. W., & MacKinlay, A. C. (1988). Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test. Review of Financial Studies. https://doi.org/10.1093/rfs/1.1.41

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.