Preface: Explaining our market timing models
The Trend Asset Allocation Model is an asset allocation model that applies trend-following principles based on the inputs of global stock and commodity prices. This model has a shorter time horizon and tends to turn over about 4-6 times a year. The performance and full details of a model portfolio based on the out-of-sample signals of the Trend Model can be found here.
Update schedule: I generally update model readings on my site on weekends. I am also on X/Twitter at @humblestudent and on BlueSky at @humblestudent.bsky.social. Subscribers receive real-time alerts of trading model changes, and a hypothetical trading record of those email alerts is shown here.
Subscribers can access the latest signal in real time here.
We maintain several market timing models, each with differing time horizons. The "Ultimate Market Timing Model" is a long-term market timing model based on the research outlined in our post, Building the ultimate market timing model. This model tends to generate only a handful of signals each decade.
The Trend Asset Allocation Model is an asset allocation model that applies trend-following principles based on the inputs of global stock and commodity prices. This model has a shorter time horizon and tends to turn over about 4-6 times a year. The performance and full details of a model portfolio based on the out-of-sample signals of the Trend Model can be found here.
My inner trader uses a trading model, which is a blend of price momentum (is the Trend Model becoming more bullish, or bearish?) and overbought/oversold extremes (don't buy if the trend is overbought, and vice versa). Subscribers receive real-time alerts of model changes, and a hypothetical trading record of the email alerts is updated weekly here. The hypothetical trading record of the trading model of the real-time alerts that began in March 2016 is shown below.
The latest signals of each model are as follows:
- Ultimate market timing model: Buy equities (Last changed from “sell” on 28-Jul-2023)*
- Trend Model signal: Bullish (Last changed from “bearish” on 27-Jun-2025)*
- Trading model: Neutral (Last changed from “bullish” on 31-Jul-2025)*
Update schedule: I generally update model readings on my site on weekends. I am also on X/Twitter at @humblestudent and on BlueSky at @humblestudent.bsky.social. Subscribers receive real-time alerts of trading model changes, and a hypothetical trading record of those email alerts is shown here.
Subscribers can access the latest signal in real time here.
Watch Out For September
August 2025 was good month for U.S. equities. The S&P 500 reached an all-time high and returned 2.1% for the month. It is said that strength begets strength. My Trend Asset Allocation Model, which applies trend-following techniques to global stock markets and commodities, remains on an intermediate-term risk-on signal.
As investors approach September, however, they may encounter some seasonal headwinds. Jeffrey Hirsch of Almanac Trader documented how September is the worst month for stocks on a seasonal basis, and “post-election years DJIA and S&P 500 have declined in 10 of the last 18 Septembers”.
The most likely trigger is turmoil in the bond market. I am seeing signs of a set-up for a bond market tantrum.
The most likely trigger is turmoil in the bond market. I am seeing signs of a set-up for a bond market tantrum.
The full post can be found here.
Special announcement: Humble Student of the Markets will cease publication on March 31, 2026. See this announcement for more details and updates.




















