Factor/Style Investing
Fact, Fiction, and Factor Investing
December 22, 2022
Factor investing has been around for several decades, backed by an enormous body of literature, and yet it is still surrounded by much confusion and debate. We examine many of the claims about factor investing, referencing the academic literature and performing simple, yet powerful, analysis to address them.
ESG Investing
ESG Ratings: A Compass without Direction
August 2, 2022
We examine the recent concerns about the reliability of the assessments of ESG ratings providers. We review the demand for ESG information, the stated objectives of ESG ratings providers, how ratings are determined, the evidence of what they achieve, and structural aspects of the industry that potentially influence ratings. We find that while ESG ratings providers may convey important insights into the nonfinancial impact of companies, significant shortcomings exist in their objectives, methodologies, and incentives which detract from the informativeness of their assessments.
ESG Investing
Supply Chain Climate Exposure
May 1, 2022
To manage climate risks, investors need reliable climate exposure metrics, but such risks may be difficult to measure, particularly along the supply chain. Using broadly accessible data, we propose an intuitive metric that quantifies the exposure a company has to customers and suppliers. Our metric is related to scope 3 emissions and captures the strength of economic linkages as well as the overall climate exposure of a firm’s customers and suppliers.
Tax Aware
Taxes, Charity, and Hedge Funds: Tax Implications of Charitable Contributions of Leveraged Partnership Interests
January 10, 2022
As a result of recent Treasury regulations, investors in investment partnerships, such as hedge funds, might end up recognizing capital gains when they contribute their partnership interests to a charity. We explain how such taxable gains upon charitable contributions arise and quantify how punitive they might be.
Fixed Income
Sustainable Systematic Credit
September 7, 2021
Interest in sustainable investing is now expanding into fixed income. This paper assesses how measures of sustainability/ESG might be relevant for corporate bonds and analyzes how ESG measures can be incorporated into an investment process to achieve the joint object of maximizing risk-adjusted returns and a sustainability target.
Alternative Investing
The Tax Benefits of Direct Indexing: Not a One-Size-Fits-All Formula
May 7, 2021
An investor holding a direct indexing portfolio can obtain tax benefits by harvesting losses on individual stock positions. We show that investors with allocations to hedge funds and derivatives are the most likely category of investors to have systematic short-term capital gains in their portfolios and, therefore, benefit the most from losses harvested by direct-indexing strategies. We show how tax benefits are affected by equalizing the tax rate applicable to long-term and short-term capital gains.
Tax Aware
Limitation on Trader Fund Losses under the CARES Act of 2020
March 3, 2021
We explain how hedge fund investors might be affected by a limitation on excess business losses codified in recent tax legislation. In order to allocate business losses a hedge fund now must be a trader fund. After explaining the relationship between hedge fund losses and business losses, we illustrate with simple examples how the new provisions may affect hedge fund investors.
Tax Aware
Integration of Income and Estate Tax Planning
September 1, 2020
Preservation and transfer of wealth to future generations is one of the central financial goals for most high-net-worth families. We show that a family that invests with income and estate tax efficiency in mind can achieve substantially higher wealth levels than a family oblivious to taxes.
Asset Allocation
Principal Portfolios
July 7, 2020
We propose a new asset-pricing framework in which all securities’ signals are used to predict each individual return. While the literature focuses on each security’s own- signal predictability, assuming an equal strength across securities, our framework is flexible and includes cross-predictability.
Value
Value and Interest Rates: Are Rates to Blame for Value’s Torments?
May 22, 2020
Some have blamed the interest rate environment for value stocks’ underperformance of growth stocks from 2017 to early 2020, as well as the stretch of lackluster performance for some value factors since Global Financial Crisis. We find the performance of value is not easily assessed based on the interest rate environment, and that factor timing strategies based on interest rate-related signals are likely to perform poorly.