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Investing Research Articles

3516 Research Articles

Performance of non-U.S. 60-40

A subscriber asked about the performance of a strategy that each month rebalances to 60% international equities and 40% international corporate bonds (both non-U.S.), and how this performance compares to that of a portfolio that each month allocates 50% to Simple Asset Class ETF Value Strategy (SACEVS) Best Value and 50% to Simple Asset Class… Keep Reading

Backwards Search for the Most Important Firm/Stock Characteristics

Instead of searching among hundreds of firm/stock characteristics to identify those that best predict stock returns, what about first finding the stocks with the highest and lowest past returns and then examining the characteristics of those stocks? In his June 2023 paper entitled “Essence of the Cross Section”, Sina Seyfi identifies the strongest determinants of… Keep Reading

When AIs Generate Their Own Training Data

What happens as more and more web-scraped training data for Large Language Models (LLM), such as ChatGPT, derives from outputs of predecessor LLMs? In their May 2023 paper entitled “The Curse of Recursion: Training on Generated Data Makes Models Forget”, Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, Yarin Gal, Nicolas Papernot and Ross Anderson investigate changes… Keep Reading

Weekly Summary of Research Findings: 6/19/23 – 6/23/23

Below is a weekly summary of our research findings for 6/19/23 through 6/23/23. These summaries give you a quick snapshot of our content the past week so that you can quickly decide what’s relevant to your investing needs. Subscribers: To receive these weekly digests via email, click here to sign up for our mailing list.

Stock Market Behavior Around Mid-year and 4th of July

The middle of the year might be a time for funds to dress their windows and investors to review and revise portfolios. The 4th of July celebration might engender optimism among U.S. investors. Are there any reliable patterns in daily U.S. stock market returns around mid-year and the 4th of July? To check, we analyze… Keep Reading

Alternative Simplest Asset Class Momentum Strategies

In response to “Tech Premium Boost for Simplest Asset Class Momentum Strategy?”, a subscriber asked about testing the combination of Vanguard Growth Index Fund (VUG) and Vanguard Total Bond Market Index Fund (BND) in the “Simplest Asset Class ETF Momentum Strategy?”, which each month holds SPDR S&P 500 (SPY) or iShares Barclays 20+ Year Treasury… Keep Reading

Tech Premium Boost for Simplest Asset Class Momentum Strategy?

In response to “Tech Equity Premium?”, a subscriber asked about substituting Invesco QQQ Trust (QQQ) for SPDR S&P 500 (SPY) in the “Simplest Asset Class ETF Momentum Strategy?”, which each month holds SPY or iShares Barclays 20+ Year Treasury Bond (TLT) depending on which has the higher total return over the last three months. To investigate, we… Keep Reading

Weekly Summary of Research Findings: 6/12/23 – 6/16/23

Below is a weekly summary of our research findings for 6/12/23 through 6/16/23. These summaries give you a quick snapshot of our content the past week so that you can quickly decide what’s relevant to your investing needs. Subscribers: To receive these weekly digests via email, click here to sign up for our mailing list.

Very Simple Asset Class ETF Momentum Strategy (VSACEMS)

A subscriber requested evaluation of a streamlined version of the Simple Asset Class ETF Momentum Strategy (SACEMS) that considers only three exchange-traded funds (ETF): SPDR S&P 500 (SPY) iShares Barclays 20+ Year Treasury Bond (TLT) iShares iBoxx $ Investment Grade Corporate Bond (LQD) To evaluate, we test a strategy that each month picks the one… Keep Reading

Finding Alternative Investments Resistant to Stock and Bond Crashes

Which alternative risk premiums (ARP) protect against stock and bond market crashes via return correlations/betas that remain low during such events? In their May 2023 paper entitled “Does Alternative Risk Premia Diversify? New Evidence for the Post-Pandemic Era”, Antti Suhonen and Kari Vatanen employ recent data to re-examine ARP risk and diversification properties, focusing on… Keep Reading