Snapshots of Not So Smart Alphas

Quickly apply original, key PMR-published papers with Snapshots—a short article companion that distills PMR research into compressed, digestible takeaways, so you can put the paper’s core ideas to work in your investment process—fast. This Snapshot article is based on research arguing that alpha estimates for active funds are highly sensitive to model choice, benchmark selection, omitted factors, and timing assumptions, so those alpha estimates should be treated as model-based, uncertain signals rather than clear proof of manager ability.

Authors

Publication Details

Journal
Practical Applications
Published
2026-08-03
DOI
https://doi.org/10.3905/snp.2026.jpm.038
Primary Topic
Private Equity and Venture Capital
Type
article
Field-Weighted Citation Impact
0.00
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article

Snapshots of Not So Smart Alphas

Derived from original PMR research written by Robert F. Engle and Ahmet K. Karagozoglu using AI and an editor
Practical Applications
Private Equity and Venture Capital
article

Snapshots of Not So Smart Alphas

Derived from original PMR research written by Robert F. Engle and Ahmet K. Karagozoglu using AI and an editor
article en

Abstract

Quickly apply original, key PMR-published papers with Snapshots—a short article companion that distills PMR research into compressed, digestible takeaways, so you can put the paper’s core ideas to work in your investment process—fast. This Snapshot article is based on research arguing that alpha estimates for active funds are highly sensitive to model choice, benchmark selection, omitted factors, and timing assumptions, so those alpha estimates should be treated as model-based, uncertain signals rather than clear proof of manager ability.

Practical Applications
Openalex Percentile: Top 4%
Private Equity and Venture Capital
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Snapshots of Not So Smart Alphas — Derived from original PMR research written by Robert F. Engle and Ahmet K. Karagozoglu using AI and an editor · Practical Applications (2026) | TGRS Research Map | TGRS