Trend Following

Trend-Following: Why Now? A Macro Perspective

Trend following is having a banner 2022 amidst a year of turmoil for traditional portfolios, but investors exploring an allocation to trend-following may be wondering if they are “late to the trade,” while also anchoring their expectations to the lean 2010s. We show that both the macroeconomic picture and empirical evidence suggest that strong performance for trend-following may persist, making it a potentially valuable source of diversifying returns during a challenging time for the rest of investors’ portfolios.

ESG Investing

Supply Chain Climate Exposure

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.

ESG Investing

Looking Forward With Historical Carbon Data

Increasingly many allocators are interested in computing their portfolio’s carbon footprint. We show that historical emissions data are useful despite a substantial 1-2 years’ lag typically to when investment portfolios are built.

Portfolio Risk and Performance

When Stock-Bond Diversification Fails

The events of 2020 to 2021 have increased uncertainty around the future path of inflation. We review how different inflationary outcomes can impact investor portfolios and evaluate what assets and strategies may enhance portfolio resilience to inflation.

ESG Investing

(Car)Bon Voyage: The Road to Low Carbon Investment Portfolios

We discuss how an investment portfolio could dramatically reduce its carbon footprint, potentially even achieving a ‘net zero’ carbon footprint. We discuss the pros and cons of techniques to achieve carbon reduction goals, including security selection, shorting high carbon footprint companies, and trading instruments such as carbon offsets and carbon permits.

Portfolio Risk and Performance

Tail Risk Hedging: Contrasting Put and Trend Strategies

The sharp market fall and speedy recovery during the eventful first half of 2020 has kept tail risk hedging topical: investors have both fresh memories of a painful loss and renewed fears of a repeat. We try to offer a balanced overview of the strengths and weaknesses of direct and indirect tail hedging strategies.

Asset Allocation

Enhanced Portfolio Optimization

We show how to identify the portfolios that cause problems in standard mean-variance optimization (MVO) and develop an enhanced portfolio optimization (EPO) method that addresses the problems. Applying EPO on several realistic datasets, we find significant gains relative to standard benchmarks.

Portfolio Construction

Transactions Costs: Practical Application

We offer guidance on understanding transactions costs, including a discussion of the practical aspects of measuring them and the pitfalls one might face when trying to compare costs across managers.

Portfolio Construction

A Half Century of Macro Momentum

"Macro momentum has the potential to deliver strong positive returns with low correlation to traditional asset classes across macroeconomic and market environments. It may also provide diversification benefits in bear equity markets and rising yield environments. "