Vanda Research focuses on analyzing unique and high-frequency data sets, including alternative data, to provide shorter-term tactical research ideas for investors.
The co-founder of Vanda Research, Eric Liu, emphasizes the importance of combining macro and micro perspectives to gain a comprehensive understanding of the market and identify investment opportunities.
In their research process, Vanda Research leverages alternative data sets that became mainstream in 2020, such as data from Robinhood and car dealerships, to track retail activity and supply chain disruptions.
Deep dives
Vanda Research: Simplifying Macro for Investors
Vanda Research, founded in 2012, aims to simplify the world of macro for investors. They provide clients with shorter-term tactical research ideas and focus on analyzing unique and high-frequency data sets. The evolution of Vanda relies heavily on the collection and analysis of alternative data, which became mainstream in 2020. Eric Liu, the co-founder, reflects on the pandemic and its impact on the speed of economic reopening, looking at measures of supply chain disruption. Vanda's approach also involves analyzing investor positioning for assets, such as Palladium and Platinum, to identify instances of overexposure or underexposure. Retail investor behavior is another area of focus to gather insights on market direction. Despite concerns about the Fed potentially hiking rates further, Vanda remains optimistic about the market's growth potential and profit environment. Their research also emphasizes the importance of data-driven analysis in understanding market movements.
Eric Liu's Non-Traditional Path into Financial Markets
Eric Liu, the head of research at Vanda Research, shares his non-linear journey into the financial markets. Despite being from a family of economists, Liu initially had little interest in the field. Starting his career in law and campus recruiting, he eventually found his way to the sovereign risk team at Morgan Stanley. Later, he transitioned to becoming a tech analyst at a hedge fund and eventually joined Valley Asney as a macro analyst in Hong Kong. Liu's experiences led him to co-found Vanda in 2012, with a vision to simplify macro research and provide shorter-term tactical insights for investors. Liu's diverse background and exposure to various aspects of the financial industry contribute to his unique perspective on market analysis.
The Significance of Alternative Data and Unique Data Sets
Vanda Research places great importance on alternative data and unique data sets in their research process. The emergence of alternative data sets went mainstream in 2020, providing valuable insights for investors. Vanda leverages data from sources like Robinhood and car dealerships to track retail activity and supply chain disruptions. By analyzing positioning and high-frequency data, Vanda identifies investment opportunities, such as the rally in Palladium. The company's data team is continuously developing platforms and data integration solutions to make their research accessible to clients. Vanda recognizes the need to adjust analysis and approach based on the ever-evolving market environment.
Balancing Macro and Micro Perspectives
Vanda Research places equal emphasis on macro and micro perspectives to gain a comprehensive understanding of the market. Liu acknowledges the importance of considering both aspects and their interplay. While macro indicators offer broader insights, micro indicators provide details necessary for tactical trading decisions. Retail activity, positioning, and systemic investor behavior are among the factors Vanda evaluates to gauge market direction. The ability to combine macro and micro perspectives enables Vanda to identify investment opportunities and anticipate market trends.
Navigating Market Uncertainty and Predicting Short-Term Movements
Vanda Research acknowledges the challenge of predicting long-term market outcomes, particularly amid market uncertainty. Instead, they focus on forecasting short-term movements with a time horizon of zero to three months. By analyzing various factors like positioning, sentiment, and high-frequency macro data, Vanda aims to identify asymmetries and trends in the market. Their research enables investors to make informed decisions based on market conditions and potential positioning imbalances. Vanda's approach prioritizes understanding the current environment and finding opportunities with favorable risk-reward profiles.
Sketching out a business plan in 2012, Eric Liu and his Co-founders saw an opportunity to create a product that simplified the world of macro for investors. Vanda Research was born, a firm that seeks to connect the top-down with the bottom up and in the process, fill a gap by providing clients with shorter term tactical research ideas. A decade later, the evolution of Vanda leans heavily on the collection of and analysis of unique and often high frequency data sets. Making the point that “2020 was a year when alternative data sets went mainstream”, Eric reflects back on the Pandemic and the search for clues as to the speed of economic reopening, looking at various measures of supply chain disruption.
With the notion that price moves result not just from how investors process new developments but also by the stance of positioning, a large component of the Vanda product is looking for instances in which investors are either over or under-exposed to assets. With respect to the latter, Eric cites palladium and platinum, both of which had substantially short positioning readings in late 2021. Combining data from dealerships, the team built a car inventory index that showed activity was bottoming about the same time, helping identify a trade in which palladium rallied by 80%.
Much of our conversation also talks about the surge in retail activity in equity markets and how individual investor behavior can be aggregated for clues on market direction. Asserting that nearly all of the moves in the S&P 500 in 2022 can be explained by retail, Eric sees positioning a bit less stretched now than it was late last year. And while he sees some risk that the Fed needs to hike rates further, a glass half-full take is that the growth and profit environment that would motivate such moves would be a healthy one, giving further runway to the upside scenario.
I hope you enjoy this episode of the Alpha Exchange, my conversation with Eric Liu.
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