WhitmanTrading

Time Horizon

A time horizon is how long before money is needed, and it determines how much decline a portfolio can absorb and still recover. Most people hold several horizons at once rather than one, which is why a single allocation across all of them fits none of them well.

Almost every investing question has “it depends” as its honest answer, and what it depends on is usually this. Stating it precisely resolves more arguments than any amount of analysis.

How it works

A candlestick chart with a fixed endpoint marked ahead.
How long before the money is needed. Illustrative chart - not real market data.

The horizon is the time until the money has to be available, not the time until you might want to look at it. Those are different, and only the first constrains anything.

The first half of a price series recovering over a long stretch.
Time is what makes a fall recoverable. Illustrative chart - not real market data.

A long horizon makes a fall survivable because recovery has room to happen. That is the entire mechanism — nothing about a long horizon changes what markets do, it changes whether you have to realise the outcome.

A section of the price series cut off before recovery.
A short horizon removes that room entirely. Illustrative chart - not real market data.

A short horizon removes the option to wait. The money is needed on a date, and whatever the portfolio is worth on that date is what is available.

You have several

A window of price bars with several endpoints at different distances.
Different money, different dates, different allocations. Illustrative chart - not real market data.

An emergency reserve has a horizon of days. A house deposit might be three years. A child’s education might be twelve. Retirement might be thirty, and then continue for thirty more.

Averaging those into one allocation produces something wrong for all of them. The reserve is too volatile, the retirement money is too conservative, and nothing is matched to its own date.

Separating them is the fix, and it is administrative rather than analytical — different accounts, or at least different labelled buckets, each with its own allocation.

A worked example

The second half of a price series showing recovery times.
How long a fall takes to undo. Illustrative chart - not real market data.

Take a 40% fall and an assumed 8% annual recovery.

Getting back to level requires a 66.67% gain, which takes 6.64 years at that rate.

A 20% fall requires 25% and takes 2.90 years. A 10% fall requires 11.11% and takes 1.37.

So a horizon under about seven years cannot safely carry a full equity allocation, not because equities are bad but because the arithmetic of recovery needs more time than the plan has. The workings are in the drawdown recovery calculator.

It shortens every year

A candlestick series with an endpoint drawing steadily closer.
The horizon moves whether or not the allocation does. Illustrative chart - not real market data.

A thirty-year horizon becomes a twenty-year one after a decade, and most allocations set at the start are never revisited.

That is what a glide path automates, and it is what someone managing their own portfolio has to do deliberately — because nothing prompts it.

On this site’s shared series, 95% of bars sit below a prior peak and the longest stretch under water ran 73 bars, while the series finished up 3.61%. Time under water is the ordinary condition, and a shortening horizon is what turns it from irrelevant into consequential. The figures are in research/series-measurements.json.

Retirement is not the end of it

A long-horizon candlestick view continuing past a marked point.
The horizon continues well past the date. Illustrative chart - not real market data.

A portfolio still has to last after the date it was built for, potentially for three decades. So the horizon at retirement is not zero; it is the length of the retirement.

Which is why the most conservative point of a lifetime allocation is rarely the day of retirement itself. The money still needs to outpace inflation for a very long time.

Treating the date as an endpoint produces portfolios that are too defensive for the thirty years that follow it.

Costs

A candlestick chart annotated with the round-trip cost of a switch.
Adjusting for a shortening horizon costs on each step. Illustrative chart - not real market data.

Each adjustment is a transaction. On this site’s shared series a round trip measures about 2% of the median bar range of 0.493, and in a taxable account it is also a disposal — so adjusting annually is worse than adjusting every few years.

Price bars with contributions directed to a target.
New contributions can do most of the shifting. Illustrative chart - not real market data.

Directing new money toward the underweight side does most of the work for free, which is the cheapest way to follow a shortening horizon.

The original data

Of the 24,971 unique videos in research/search-study-corpus.jsonl, zero have a title about time horizon. Risk tolerance appears in 4 videos at a median of 4,282 views and asset allocation in 4 at 5,289. The counts come from site/rank_investing.py, which deduplicates by video id.

A candlestick series with several gaps, the largest of them marked.
A gap near the date is what a short horizon cannot absorb. Illustrative chart - not real market data.

Zero videos on the input that every allocation decision depends on. The subjects with coverage are the ones with something to look at; the ones that decide outcomes are questions you answer about your own life, and nothing in the corpus addresses them.

A stretch of price bars cut short at a decision point.
The deposit is needed in two years. Invest it for growth? Illustrative chart - not real market data.

The answer to the question on that chart is that two years is not enough time for a fall to recover. A 20% decline needs 2.90 years at 8%, which is longer than the horizon — so the money would be spent at whatever it happened to be worth. A horizon shorter than the recovery time makes growth an inappropriate objective, regardless of how attractive the long-run figures look.

When it fails

The failure is a horizon that quietly changes while the allocation does not. A job loss, an early retirement, a family obligation or simply a decision to buy a house pulls a date forward by years, and the portfolio behind it carries on as though nothing happened. Nothing signals the mismatch, because the portfolio has no knowledge of the plan — and the discovery usually happens at the moment the money is needed, which is also the moment nothing can be done about it.

The second failure is treating retirement as a horizon. It is the start of another one.

A third is running one allocation across several horizons. It fits none of them.

A fourth is never revisiting. The horizon shortens whether you look or not.

A fifth is confusing horizon with tolerance. One is arithmetic and the other is behaviour.

And a sixth is investing money that has a date on it. If the date is close, the answer is not an allocation question at all.

Risk tolerance is the behavioural half of the same decision. Asset allocation is where the horizon becomes weights. And the glide path is the automated version of following it down.

What I actually do

The correction that changed how I organise things is that I do not have a time horizon, I have several. Money needed in three years and money needed in thirty are different problems that happen to sit in the same net worth, and averaging them into one allocation produces something too aggressive for the first and too timid for the second.

— Michael Whitman

This page is educational, not financial advice. Test every idea on your own charts before risking money.