Let's be clear, I am a committed partisan of adaptive
retirement plans. Sticking to a fixed,
deterministic plan in the face of an often aggressively changing universe
strikes me as flirting with one of the many definitions of insanity. Yet the literature of retirement finance has a seemingly inexhaustible supply of commentators that continue to say that 4% or
even 5% (or more) constant inflation adjusted spending will
"probably" be ok based on, well, whatever. But these commentators are usually men and
women, more often than not academics or institutional practitioners, that still
get a paycheck. Their research is math-rich, vaguely abstracted, and cool to
the touch. That's why I generally trust the retired people to write about
retirement finance, people like Darrow Kirkpatrick or Dirk Cotton or KenSteiner. They have skin in the game. It
is also why I wanted to run this little sketch on how constant spending might actually
feel to a retired guy during a really bad time i.e., let's let the plan
NOT adapt and see what happens scrolling forward one month at a time through something
like 2008 and 2009.
The basic idea for this post then is to say: as a thought
experiment, let me retire as a 57 year old in 2004 with $1M invested in a low
cost 60/40 fund. I'll withdraw or spend a fixed $40k (inflated at
ambient CPI) and see what happens to the effective withdrawal rate (the inflated
40k divided by the beginning endowment value in any month, an endowment that
has been adjusted for spending, dividends, returns etc). I'll also look at the forward-looking fail
rate estimates using simulators or calculators using the fixed spend but also
using all the new inputs (e.g. endowment, age, longevity) that would have been available
at any of the new times T (we'll do this annually). So the "game" here, to summarize,
is to answer these questions:
1. What would happen to a fixed withdrawal rate recalculated
as % of a changing endowment at each time T during a market crash,
2. What would happen to an instantaneous or forward fail rate
estimate at any given time (e.g., as a proxy, calc an estimate at the beginning
of each new year) during the same time frame, and
3. How would it have felt as a real live retired person and
what would I have done?
The assumptions are critical of course. Some of the main ones* include:
- Initial endowment at T(0) is $1M
- The time frame is a relatively arbitrary 1/2004 to 4/2016
- Spend rate is a fixed 4% calculated at inception and cpi
adjusted thereafter
- Spending is taken out at the beginning of a period
- A low cost total market 60/40 mutual fund was used as
portfolio
- A custom built Monte Carlo simulator
was used to look forward at any T(n)
- An aftcast historical simulator was used to contextualize MC
simulator
- Model scrolled forward each month/year to recalc the spend
and fail rates
- Only spending and allocation are kept constant (cpi
adjusted)
- Age, duration/longevity, and endowment vary
- I farcically ignored taxes and Social Security
When one does this kind of process using these kinds of assumptions
it looks -- if I have not erred in the model, which I may have -- like this
with the effective spend rate on the left (blue line) and the fail rate on the
right (red and green lines):
Terminal Portfolio: $1,149,659
Terminal Return/CAGR: 14.97% / 1.03%
Min/Max Spend Rate: 3.6% / 6.3%
Ending Spend Rate: 4.5%
Ending Spend Rate: 4.5%
Max Fail Rate - MC: 29.4%
Max Fail Rate - aftcast: 51.3%
Max Portf Drawdown -27.52%
Portf Highwater: 23.84%
Now let's go back and look at the questions.
1) What would happen to a fixed withdrawal rate recalculated
as % of a changing endowment at each time T during a market crash?
Well…it skyrockets to over 6% in 2009. If I knew what I know now about sustainable
spending rates I would have gotten very uncomfortable if I had calculated
the effective spend rate at any time during this period and if I had had a
dyspeptic view of the future at the time (which I did). The fact that it ends
well does not change the feeling one would have had in March of 2009.
2) What would happen to an instantaneous or forward fail rate
estimate at any given time during the same time frame?
Again, these calculations explode up. Between the two simulators, fail-rate
estimates ranged from 30 to 50% in early 2009.
This was mostly due to the drawdown of the endowment from spending and
market losses up to that point (there is a more formal point to be made on "sequence
of returns risk" of course but I want to focus on the emotion of 2009
here). Technically speaking I was not exactly retired in 2009 but I was also not
formally employed by anyone other than myself and I remember Q1 well.
Everyone talks about the crash of '08 and maybe a lot of people think it was over by the end of that year but in March of 2009 -- being in the midst of an unwanted
move, a divorce, and a market crash all at the same time -- I remember the last
final downdraft as a nauseating flush into the abyss. It's a good thing I was not calculating fail
rates or risk of ruin at the time. This
is a point well made by Moshe Milevsky here.
3) How would it have
felt as a real live retired person and what would I have done?
I would have lost my mind. A greater than 6% spend rate and up to 50%
risk of failure (actually it would have been a 63% fail estimate at its monthly peak)?! If I had done that math in 2009 it would have made things feel worse than they were; I probably would have thrown up (OK, I exaggerate but only to make a point). If I had seen the left
half of this chart I probably would have ended up being a good behavioral finance case study, though. The temptation to sell or
reallocate or whatever would have been overwhelming. The chart -- without the benefit of lines extending out to
the right of '09 -- looks like the end of the world...or at least pretty bad. In real life in '09 I did nothing (or at least with respect to spending and strategic allocations. In fact, I used the opportunity to lean into high yield at historically wide spreads, what later turned out to be my trade of a lifetime). That's probably because: 1) I was not perseverating on retirement finance at the time (a good lesson all by itself), and 2) I
also had a dependable floor of income (see Pfau on the concept of floors plus upside in retirement). The ex-post crystal clarity we have in seeing
the right side of the model/chart and the providence of having been on the
receiving end of one of the bigger bull markets in history, 2009 through today,
distorts our view of what it was like in the moment. On the other hand, here we are at more or
less historic highs in equity and credit markets. What are the chances that the
now 69 year old (in the model anyway) is going to see another spike in the
chart? What is he going to do then? For that matter what is he going to do now? Those are good
questions. It is also why I am a partisan of continuously adaptive retirement
methods.
*Other assumptions:
- dividends are reinvested
- Monte Carlo Sim…
- terminal age not
fixed; varies within Gompertz distribution
- longevity
distribution is capped at age 100
- inflation and
returns are independent
- inflation and
returns vary within historical distributions
- returns are
capped a bit to try to mimic modern return expectations
- equity and bond
returns are dependent and vary within historical distrib
- run age is
current age at any time T(n)
- run done at
beginning of year using end of prior year data
- assumes 60/40
allocation forward expectation; 70/30 TBill/bond
- .5% fees and a
factor for taxes on capital appreciation
- 500 sim runs
(short, to speed up the process)
- spend rate 4%
inflated over time
- Aftcast simulation
- uses FireCalc
- uses 95 as
terminal age so 95-current age at any run
- CPI inflation
- constant spending
- total market and
60% equities for allocation
- spend is 40k adj
by shiller CPI at any time T(n)
- I acknowledge
that using long time frames means fewer aftcast cycles
- CPI is from Shiller data, MF data from Yahoo finance
- Why 57? That's my age but also I mis-coded Sim so that
<57 doesn’t work
- No spending shocks but that would be fun to try
Reading...
It’s Time to Retire Ruin (Probabilities), Milevskey 2016
39 Modern Retirement Income Planning Techniques, Pfau 2016
Can I Retire Yet, Darrow Kirkpatrick
The Retirement Café, Dirk Cotton
The Only Spending Rule Article You’ll Ever Need, Waring and Siegel 2014.
Annually Recalculated Virtual Annuity:A Test Drive , by Me.
Annually Recalculated Virtual Annuity:
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