Alpha Architect Research Blog

Alpha Architect Research Blog

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Practitioner‑research hub (Wes Gray and team) on factor investing, ETFs, and implementation research.

The Performance of Small Business Investment Companies
NewsMar 30, 2026

The Performance of Small Business Investment Companies

The Small Business Investment Company (SBIC) program, created in 1958, lets private funds invest in U.S. small firms with SBA‑backed leverage. A 2026 Financial Analyst Journal study finds SBIC funds from 2000‑2020 generated an average net IRR of 15.9% and...

By Alpha Architect Research Blog
Unlocking Hidden Patterns: How Daily Returns Predict Future Stock Performance
NewsMar 27, 2026

Unlocking Hidden Patterns: How Daily Returns Predict Future Stock Performance

Researchers Cakici, Fieberg, Neszveda, Bianchi and Zaremba introduced the Daily Return Information (DRI) signal, extracting chronological and rank information from a month’s daily returns using elastic‑net regression. The resulting Daily Return Information Factor (DRIF) delivers about 1.57% monthly (≈19% annualized)...

By Alpha Architect Research Blog
Increases CAPE Ratio Predictability with a Simple Adjustment
NewsMar 23, 2026

Increases CAPE Ratio Predictability with a Simple Adjustment

A new working paper demonstrates that a simple adjustment to the cyclically adjusted price‑earnings (CAPE) ratio—aligning index constituents and applying market‑cap weights—significantly sharpens its ability to forecast ten‑year equity returns. The revised Component CAPE delivers an out‑of‑sample R² of 0.575,...

By Alpha Architect Research Blog
Unlocking Hidden Value: How Corporate Language Reveals the Future of Intangible Investment
NewsMar 13, 2026

Unlocking Hidden Value: How Corporate Language Reveals the Future of Intangible Investment

A new study introduces an "intangible intensity" metric that gauges how much corporate language in 10‑K filings focuses on knowledge, customer, and organization capital. By applying large‑language‑model text analysis to over 10,000 public firms from 2002‑2023, the researchers link higher...

By Alpha Architect Research Blog
The Best Defensive Strategies: Two Centuries of Evidence
NewsMar 9, 2026

The Best Defensive Strategies: Two Centuries of Evidence

The paper extends defensive‑strategy testing back to 1800, revealing that systematic trend‑following and a revised defensive‑absolute‑return overlay (DAR4020) consistently protect a 60/40 portfolio during its worst months. Traditional safe‑haven assets such as gold and continuously‑bought equity puts underperform or erode...

By Alpha Architect Research Blog
The Long Volatility Premium: Short the Market, Get Paid?
NewsFeb 6, 2026

The Long Volatility Premium: Short the Market, Get Paid?

Patrick Kazley’s new paper argues that the apparent drag from buying put options is largely a hidden short‑beta exposure, not an inherent cost of long volatility. By neutralizing this beta, a pure long‑volatility factor delivers positive returns over time. The...

By Alpha Architect Research Blog