Commentary: Commercial Real Estate

13 May 2023

Reduced demand for some types of commercial property coupled with rising interest rates spells bad news for property owners and lenders. The outlook for smaller banks has deteriorated due to uncertainty around their CRE exposures. Multifamily housing, industrial facilities, and warehouses offer some hope for the overall sector.

Obesity drugs

Commentary: Weight loss and diabetes drugs

27 Apr 2023

This informative piece centers around shifting dynamics in the fight against obesity & diabetes. We explore historical trends and innovative solutions we are monitoring in this space.

Inflation Fiscal policy Market cycles

Commentary: A tighter outlook

10 Mar 2023

Slower inflation in late 2022 led markets to revise down interest rate expectations for 2023+ and rally through late 2022. However, recent data points to a resilient economy and persistent inflation. Such a scenario would mean prolonged tightening. This back-and-forth explains much of the volatility we have seen so far this year. With a high likelihood of a recession in mind, a protracted rate hike to rein in inflation would be bad for stocks in 2023.

Market cycles

Pulse check

28 Jan 2023

Markets follow a cycle. We continually assess where we are in the cycle. We remain cautious and have reduced exposure to growth stocks, focusing on value.

Backtest DCC

Tuning our engines for years ahead

20 Aug 2022

We explore Dynamic Conditional Correlation (DCC) models. Results indicate that explicitly modeling the dynamics of the conditional covariance matrix increases risk-adjusted returns for more aggressive portfolios and outperforms the market by more than the baseline Xantos algorithm does.

Business Cycle Prediction

Macro indicators & US Recession risk

04 Jul 2022

Our macro indicators highlight that (1) it is very unlikely that the US economy is currently recession (2)  the likelihood of a recession in the near future is currently relatively high, above 50 percent. While it is impossible to say for sure whether there will be a recession soon especially as macroeconomic forecasts are notoriously inaccurate, short-term market volatility remains above its historical average. And we expect higher-than-normal volatility in the near term. Today, we continue to employ a cautious approach to allocating dollars in our portfolio.

IPOs and SPACs

Commentary: IPOs and SPACs

25 Mar 2022

IPOs and SPACs allow private companies to issue shares to the public and raise capital from public market investors. However, investing in recently-public firms has generally not been accretive for investors in the long run. The evidence that this is systemic reflects investor behavior consistent with early hype.

Backtest Downside risk

Managing downside risk: A bond-enhanced alternative

18 Jan 2022

This study investigates the tradeoffs of introducing fixed income-like assets to the Xantos core fund using bond ETFs. Results indicate that a carefully selected and appropriately calibrated bond-enhanced portfolio provides significant downside protection and diversification benefits with a minimal performance cost. Capped exposures along the yield curve can be alpha-accretive in the long run. It also offers noticeable downside protection as evidenced by lower maximum drawdowns and portfolio volatility in a range of macroeconomic and financial market contexts.


Commentary: Inflation Outlook (Part II)

06 Dec 2021

It is evident from our analysis that the primary drivers of inflationary pressures are ebbing/stabilizing. Market volatility remains high in the face of Omicron-variant driven selloff and Fed policy actions. What happens next is anyone's guess. We believe our investments remain strongly positioned in the long term. Copying a quip from our Feb 2020 investor memo (at the height of sharp market selloff): This too shall pass!

Sector Insights

Sector Insights: Healthcare

24 Nov 2021

The US healthcare industry is massive but plagued with operational inefficiencies that make it ripe for disruption. In our view, the revolutionary new technologies in the field of genetics engineering could present unique opportunities for above-average returns in the near decade. The less discretionary nature of healthcare spending makes the sector attractive especially during periods of (transitory) inflation. We believe the resilience of the sector, the non-discretionary nature of healthcare spending, and the operational excellence of some of our high-moat holdings help position us for unforeseeable market conditions.

Sector Insights

Sector Insights: Financials

12 Nov 2021

Investors' outlook for financial stocks looked bleak when the pandemic hit but fears did not materialize but rather the sector performed well. In our view, a strong economic recovery bodes well for continued strong M&A activity. Additionally, the global normalization of monetary policy and rising yields and term premia will drive stronger earnings. Over a longer horizon, we expect the increasing adoption of technology in insurance and asset management workflows will continue to drive efficiency improvements and lower intermediation costs.

Backtest Tracking error

Assessing our operational performance

18 Sep 2021

Our analysis from a sample of actual live accounts confirms that client accounts closely track the simulation results from our backtesting framework. This is great news! Even more important, the accounts closely tightly track each other, despite the over 25x difference in average balance between the largest and smallest! Lastly, the introduction of fractional trading by our primary brokerage partner halved the tracking error between accounts leading to even higher operational efficiency.


Commentary: Inflation Outlook

13 Aug 2021

Our macro outlook remains positive despite the downside risk posed by the pandemic and its influence on consumer behavior and Fed policies. In all, we view inflationary risks as transitory.


Commentary: Genomics & Pace of Discovery

31 Jul 2021

For investors, the recent pace of advancements in the field of genomics could present unique opportunities for above-average returns in the near term. Our task remains unchanged: identify these opportunities focusing on those with favorable risk-reward profiles for our clients. Naturally, we anticipate the continued non-linearity in the pace of advancements in this sector through the convergence of the fields of CRISPR and mRNA. In the near future, we might be close to making genetic diseases a thing of the past.

Business Cycle Prediction

Macro Risk Management

26 Jul 2021

Our business cycle prediction models that predict the probability of a recession helped us limit downside risk during the 2020 recession. While no forecasting model that depended on traditional macro data—which often arrive with a lag—could have caught an out-of-sample event like COVID-19; our quantitative approach helps reduce sentiment in risk management.


Green Transition

11 Jul 2021

Maturing green technologies and rapidly falling costs continue to drive investment flows to renewable energy globally. The regulatory push by policymakers has also accelerated the decommissioning of coal and gas plants as the world gets greener. However, all that glitters is not gold.

Fiscal policy

President Biden’s American Jobs Plan

27 Apr 2021

Our breakdown and expectation of the American Jobs Plan including views on sectors that will likely benefit from its tailwinds if passed.

Market timing

Research Highlight: Don't time the market

28 Aug 2020

When should I invest and how often? Should investors wait for a market dip? In this paper, we explored various approaches used to deploy capital: from dollar-cost averaging (fixed amount on monthly or quarterly schedule), to lump-sum (once a year), and timing for when the market dips. We conclude that the most important thing is to have a plan and stick with it. More importantly, attempting to time the market results in subpar performance.

Long/short strategy

Exploring Long-Short strategy

26 Aug 2020

Enabling short sales in this investment framework underperforms the benchmark configuration in a risk-unadjusted sense. Our strategy's performance with the alternative configuration will need to be optimized by hyper-tuning several parameters. Additional considerations need to be made for the investable universe especially given the structural and secular tailwinds for the timeframe explored. Shorting universe of winners is a poor exercise as most have better than average growth prospects. Implementing trailing stops or developing an event-driven framework might yield better performance.

Business Cycle Prediction

New (cool) features: Business Cycle Prediction

20 Apr 2020

We share quantitative tools we use to manage downside risk in face of changing macroeconomy and the efficacies of those tools in predicting the probability of business cycles transitions.

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