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The week's question
In December 2024, in the thread "Re: BRK: Why Not XOM?", BreckHutHigh asked the members: "What about the long road trips with kids?" This week it is put to everyone again. The button below opens the small thread re-asking it - read what others have said so far, then give your own answer as an ordinary reply.
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Investment Strategies / Mechanical Investing
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Author: musselmant   😊 😞
Number: of 6131 
Subject: Re: Chart: timing with Nas100 RS screen
Date: 05/24/26 8:20 PM
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I checked the "Turn-of-the-month" effect on the screen I announced with the timing rule (sell and stay out of the market if SPY<325 day SMA), buy 5 or 10 Nasdaq100 stocks by the best 9 month price momentum.
Using "buy on the first day of a month at the close using the previous day's closing price to calculate which stocks to buy, and if the timing rule was triggered"= trade day -1 using day -2's data.
I looked at buying later or earlier.
Buying earlier, on the last day of the month based on the 2nd-to-last day's closing prices,
to the 5th-to-last day using the 6th to last day's closing prices,
was better for the collective period of the backtest 10/93 forward.
But it has weakened since 2000.

I ran the breakdown on the Top-5 strategy, comparing:

Current workflow: signal on −1 (data from the last trading day of month; trade next day i.e. trade the first day of the next month).

Late-month workflow: signal on −6 (6th trading day before month-end; trade next day i.e. the 5th-to-last day of the month instead)


Decade robustness
Period −1 current −6 late-month Difference
1994–1999 73.9% 84.7% +10.8%
2000–2009 10.6% 14.5% +3.9%
2010–2019 16.7% 21.2% +4.5%
2020–2026 28.7% 28.5% −0.2%

Interesting point:

It did not reverse recently.
It mostly just disappeared recently.



So:

pre-2020: persistent advantage in trading earlier, i.e. in the final week of a month rather than the 1st of the next month.
post-2020: essentially flat difference
during major stress periods
Dot-com collapse (2000–2002)
Workflow CAGR MDD
−1 4.4% -63%
−6 8.7% -60%
Financial crisis (2007–2009)
Workflow CAGR MDD
−1 7.9% -58%
−6 10.8% -54%
COVID crash (2020)
Workflow CAGR MDD
−1 31.1% -35%
−6 30.4% -36%
Inflation / tech bear (2022)
Workflow CAGR MDD
−1 17.3% -40%
−6 16.9% -42%
SPY regime split

When SPY >325d SMA:

Workflow CAGR
−1 28.2%
−6 31.6%

When SPY <325d SMA:

Workflow CAGR
−1 0.4%
−6 0.6%

So almost all of the difference occurs during favorable market environments.

My conclusion after the robustness check:

Originally I thought:

"switch everyone to late-month"

Now I would soften that.

The result looks more like:

a historically useful enhancement whose advantage has weakened after 2020.

So use as you see fit. In a way it makes it easy: during the last week of a month do your trading whenever you have time but get it done on or before the 1st of the next month.
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