Investment innovation at the intersection of technology, data and behavioral finance.
It's in our DNA.

Explore Our Firm

Investment innovation at the intersection of technology, data and behavioral finance.
It's in our DNA.

Explore Our Firm
Tax Matters

Making VPFs Work Harder for You

There is a range of solutions aimed at reducing the risk of concentrated stock tax-efficiently: completion portfolios, exchange funds, charitable giving, just to name a few. But for some investors, Variable Prepaid Forwards (VPFs ) are a favorite. It’s not hard to see why.

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Journal Article

The Virtue of Complexity in Return Prediction

Contrary to conventional wisdom, we theoretically prove that simple models severely understate return predictability compared to “complex” models in which the number of parameters exceeds the number of observations. We empirically document the virtue of complexity in U.S. equity market return prediction. Our findings establish the rationale for modeling expected returns through machine learning.

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White Paper

Our Approach

How we invest

Fundamental Investing

We rely on sound economic theory and analysis to help us deliver long-term, repeatable results.

Systematically Applied

A disciplined methodology underlies everything we do. Our models, built over 20 years, are based on a continuous process of design, refine, test, repeat.

Thoughtfully Designed

In portfolio construction, risk management and trading, we seek additional value for our clients. Using both qualitative and quantitative tools, we’re meticulous in every detail of the investment process.

Cliff's Perspectives

Why Not 100% Equities

Recently, a new paper has been making a big splash in our small pond of academic/quant investing. By “new,” I just mean “recently written,” as much of it ain’t new. In this piece, I offer a concise (relative to my norm) rebuttal, as this is well-trod ground.

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More Cliff's Perspectives

Strategies

We offer a broad range of diversified strategies based on a unified set of underlying principles.

AQR is at the nexus of economics, behavioral finance, data, and technology. Our evolution has been a continuous exploration of what drives markets and how it can be applied to client portfolios.

Investors should conduct their own analysis and consult with professional advisors prior to making any investment decisions. Diversification does not eliminate the risk of experiencing investment loss. Past performance is not a guarantee of future results. Investment process is subject to change.