Saturday, December 27, 2025

How the Investing Game is Changing

Preface: Explaining our market timing models 
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 26-Nov-2025)*
* The performance chart and model readings have been delayed by a week out of respect to our paying subscribers.

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.

A Lifetime Paradigm Shift

The year is almost over, and it's time to reflect on the tumultous time investors have experienced. In particular, Trump's trade war has caused an unexpected response and volatility. The markets were initially rattled by his "Liberation Day" announcements. Calm set in once it became apparent that major trading partners didn't retaliate, except for China and stocks turned risk-on and bond yields fell. 
 

The trade war was only the beginning. When I announced in March that I was shutting down, I didn't expect the financial markets were going to experience a paradigm shift of a lifetime. The White House release of the National Security Strategy (NSS) is just another manifestation of the paradigm shift that not only affects U.S. foreign policy, but basic assumptions about investing that I am not sure I know how to analyze anymore. 
 
The investing game is changing. It's time for me to leave.

The full post can be found here.

Saturday, December 20, 2025

The Market Cycle Puzzle

Preface: Explaining our market timing models 
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 26-Nov-2025)*
* The performance chart and model readings have been delayed by a week out of respect to our paying subscribers.

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.
 

Divergent Market Cycles 

Two weekI highlighted the relative breakouts of gold prices compared to the S&P 500 and the 60/40 portfolio and argued that the breakouts represented a transition of paper to hard asset leadership. However, the last time the gold/paper asset cycle turned, it coincided with a bottoming in other market leadership factors, namely value/growth, small cap/large cap and international/U.S. stocks. This time, the turn in factor leadership isn’t evident. 
 

What are the investment implications of the continuing divergence? Changes in market leadership often occur when a market transitions from bull to bear. Does this mean that the bull is still alive and how should investors position their portfolio allocation?

The full post can be found here.

Sunday, December 14, 2025

Celebrate the Season of Saturnalia


Preface: Explaining our market timing models 
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 26-Nov-2025)*
* The performance chart and model readings have been delayed by a week out of respect to our paying subscribers.

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.
 

The Bulls Throw a Party

Some historians have argued that early Christians adopted the Roman festival of Saturnalia, which was a festival to celebrate the winter solstice. It was a Bacchanalian period of drinking and excess. Today, that period coincides with the Christmas season.


It is in the spirit of Saturnalia that the bulls are throwing a party. The accompanying chart shows my risk appetite indicators, which are all tracking the strength of the S&P 500. In particular, the ratio of high beta to low volatility stocks (red line) recently exhibited a bullish divergence by rising to an all-time high.


The spirit of Bacchus lives this Christmas season and the markets are following the template for a rally into year-end.

The full post can be found here.

Saturday, December 13, 2025

High Conviction Idea: My Most Reliable Timing Models

It’s that time of year again to offer my readers the highest conviction idea for the coming year. Last year, my bullish call on gold worked out extremely well (see 2025 High Conviction Idea: Gold). Gold prices soared in all currencies and was one of the best-performing asset classes for the year.
 
 
This year, I am going to try something different. Instead of giving you a fish so you can eat for the day, I are going to teach you how to fish. I offer you my most reliable market timing models, each of which had shown success rates at, or nearly, 100% accuracy.
 
 

Long-Term Timing Model

My market timing models come in various forms, each with a different time horizon. My market timing models tend to work well as buy signals, but often don’t work as sell signals. That’s a feature, not a bug.  
The degree of reliability of my signals is remarkable. While some analysts have called their buy signals “table pounding buys”, I would go further by calling them a “what’s the credit limit on my credit card” buy.
 
With that preface, let’s begin with my long-term market timing model. This model relies on trending positive price for its buy signal and non-confirmation of price momentum for its sell signal. Here are the trading rules:
  • Buy when the monthly MACD (bottom panel) of the NYSE Composite turns positive.
  • Sell when the 14-month RSI of the NYSE Composite flashes a negative divergence when the underlying index makes a new high but the 14-month RSI doesn’t.
 
 
This model possesses the rare quality of flashing reliable buy and sell signals. The buy signals are shown as dotted blue lines on the chart and the sell signals are shown as dotted red lines. While the buy signals tend to be slow and does not spot the exact bottom, the risk-reward of an entry on the long side has been excellent. By contrast, the sell signals tend to be more timely and allowed me to sidestep imminent downdrafts.  
 

The Zweig Breadth Thrust

Marty Zweig wrote about the Zweig Breadth Thrust buy signal in his book, Winning on Wall Street, in 1986. The ZBT buy signal is triggered when the market exhibits strong price momentum by surging from an oversold to an overbought condition within 10 trading days. This is a rare condition and there have been only eight buy signals since Zweig published his book. The S&P 500 has been higher every time six and 12 months later.
 
There were three instances when the ZBT buy signal fizzled in the short run when the market corrected significantly after the initial buy signal. My own research found that these cases occurred during periods when the Fed was raising rates, so some caution is warranted under those circumstances.
 
 
A ZBT buy signal is generated when the ZBT Indicator (bottom panel) goes from oversold to overbought within 10 trading days. Oversold conditions are marked by vertical pink lines, which are relatively frequent, and overbought buy conditions are marked by dotted blue lines, which are rare.
 
Incidentally, ZBT Indicator oversold readings can be useful short-term buy signals, but they are not reliable enough to be considered in the category of “what’s the credit limit on my credit card” buy signals.
 
 
As well, the ZBT buy signal is asymmetric. It tells you when to buy, but it’s silent on when to sell.  
 

The NAAIM Exposure Index

Another asymmetric trimming model uses the NAAIM Exposure Index. The National Association of Active Investment Managers is an organization of RIAs who manage the funds of individual investors. NAAIM conducts a weekly survey of their members to gauge their degree of bullishness or bearishness on the U.S. equity market.
 
I found low-risk long entry points whenever the NAAIM Index falls below the lower band its 26-week Bollinger Band. A decline below the lower BB is an indication of panic among RIAs, which is contrarian bullish.
 
The accompanying chart shows the history of buy signals based on the full history of the NAAIM Exposure Index that began in 2006. Each buy signal has occurred at or near the exact market bottoms with low downside risk.
 
 
Unlike my previous market timing models, which have long time horizons, the NAAIM Exposure Index is a short-term trading model.
 
 

My S&P 500 Bottom Spotting Model

Another short-term trading model that devised is my “bottom spotting model”. My technical analysis research found that overbought and oversold indicators can be useful ways to measure risk and reward, but overbought markets can become more overbought and oversold markets can become more oversold. Similarly, sentiment indicators can measure the degrees of investor enthusiasm and panic, but they are inexact market timing indicators.  
While each of those short-term indicators is useful, my experience as an equity quant taught me to combine uncorrelated models to build models with more reliable signals. The result is the “Bottom Spotting Model”. My combined five technical analysis market indicators, each designed to measure slightly different overbought and oversold conditions, and sentiment. Further tests found that traders should buy whenever two or more components of the model flash buy signals simultaneously or within two days of each other.
 
The components are:
  1. VIX Index rising above its upper Bollinger Band, which is an oversold condition for the market.
  2. An inversion in the VIX term structure. The futures curve of the VIX is normally upward sloping, and an inversion is an indication of panic in the option market.
  3. An oversold condition in the NYSE McClellan Oscillator (NYMO).
  4. TRIN, also known as the Arms Index, measures advancing stocks to declining stocks relative to their respective volumes. A TRIN reading above 2 is a signal of price insensitive selling that’s reflective of either margin liquidation or risk manager forced hedge fund derisking that usually occurs at market bottoms.
  5. Intermediate-term overbought oversold indicator, consisting of the ratio of stocks above their 50 dma divided by stocks above their 150 dma, is an indicator of price momentum.
 
The accompanying chart shows the history of my bottom spotting model. Most buy signals are exhibiting good long entry points with positive risk-reward, but there are some instances when oversold markets have become more oversold. This model can be early with its buy signals. Traders using this model should use some risk management to control downside risk.
 
 
 

Useful, But Less Reliable Models

Finally, I offer two timing models that are useful, with strong, but not nearly 100% reliability.
 
The first is insider buying. A buy signal is triggered whenever the level of insider buying (blue line) converges or exceeds the level of insider selling (red line) from this chart of insider activity from Open Insider.
 
Insider activity is reported with a slight delay and this model will not spot the exact bottom. The accompanying chart shows an evaporation of insider sales while insider buying remained steady in the wake of the “Liberation Day” panic. As a reminder, excessive insider selling is not a reliable sell signal.  
 
While insider buying is generally a useful buy signal during plain vanilla drawdowns as a buy signal, the signal is less reliable during periods of major market dislocations. The accompanying chart shows the history of insider activity starting in 2007, which was the market top prior to the GFC. There were several clusters of insider buying, and the market didn’t bottom out until March 2009, which was a period marked by off-the-chart readings of insider buying.
 
 
Lastly, I offer the S&P 500 Intermediate Term Breadth Momentum Oscillator (ITBM) as a timing model. The ITBM model is remarkable inasmuch as it produces actionable buy and sell signals.
 
One drawback of my S&P 500 Bottom Spotting Model tends to be early in its buy signals. One remedy is to wait for the indicator to recycle from extreme to neutral before buying at the risk of missing some of the move. I found reliable, but not 100% reliable, buy signals whenever the 14-day RSI of ITBM recycles from oversold to neutral. The accompanying chart shows the history of the buy signals. They grey lines show successful buy signals and the pink lines show failed signals. The history of this model is useful, but traders using this model need to employ some risk management.
 
 
Here is the history of ITBM sell signals. The success rate is strong, but not perfect.
 
 
In conclusion, instead of giving you a fish for the day, I am offering to teach you how to fish. My high conviction idea for 2026 and beyond consists of four U.S. equity market timing models with near 100% reliability and differing time horizons. In addition, investors can consider two timing models with strong success rates, but will need some degree of risk management.
 

Wednesday, December 10, 2025

A Less Hawkish Than Expected Rate Cut

Mid-week market update: Coming into the December FOMC decision, I was worried that the market might react negatively on the prospect of a hawkish rate cut. Ahead of the meeting, the Committee was highly divided and the potential for a divided decision was extremely high.
 
 
As it turns out, the level of hawkishness had already been priced in. There were only three dissents on the quarter-point rate cut decision. One was for a half-point cut (Miran), and two not to cut, which was a lower degree of hawkish dissent than expected. Moreover, the dots in the dot plot wasn't that different compared to September.
 
 
As well, the Fed announced a "QE but not really QE" operation of purchasing mainly T-Bills to facilitate an ample level of banking liquidity. We can argue whether really represents another round of quantitative easing, but the net effect is to inject liquidity into the financial system, which creates a tailwind for asset prices.

The full post can be found here.

Sunday, December 7, 2025

A Healing Bull


Preface: Explaining our market timing models 
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 26-Nov-2025)*
* The performance chart and model readings have been delayed by a week out of respect to our paying subscribers.

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.


Head & Shoulders Still in Play

I highlighted a potential head and shoulders formation in the S&P 500 last week, and the pattern is still in play, with a warning to bears that H&S patterns are incomplete until the neckline breaks. The bulls are hoping that the index breaks out to a fresh high, which would invalidate the right shoulder, which should peak lower than the head.

I am inclined to agree with the bulls, as I am seeing signs of healing everywhere that are supportive of a further market advance.

The full post can be found here.

Saturday, December 6, 2025

The Fed's Upcoming Productivity Bet

In 1995, Fed Chair Alan Greenspan made an unconventional bet that the U.S. was undergoing an era of faster productivity growth based on the adoption of technology. The decision enabled a significant shift in monetary policy that resulted in faster non-inflationary growth and increased prosperity. The adoption of easier monetary policy also fueled the Dot-Com Bubble.

The boom of the late 1990s earned Greenspan the moniker of the “maestro”. Some even speculated that the Fed may have abolished the ups and downs of the business cycle. However, Greenspan cautioned in an October 2002 speech that “long-term productivity optimism may currently seem a bit out of place”.
As Trump appoints a new Chair at the Fed and his allies tilt monetary policy to a more dovish direction, a new Trump-dominated Fed is likely to make a Greenspan-sized bet on AI productivity.
 
What does that mean for investors?
 
The full post can be found here

Wednesday, December 3, 2025

A Probable Failed Zweig Breadth Thrust

Mid-week market update: I noticed on the weekend that there was a lot of excitement over the possibility of a Zweig Breadth Thrust buy signal, probably because of the strong advance last week. The stock market consolidated this week, and while the ZBT window closes Friday, the degree of breadth strength to achieve a ZBT is becoming a mathematical impossibility.
 

The market remains at a crossroad between bullish and bearish outcomes, but the prognosis is becoming more promising for the bulls.

The full post can be found here.