Tag: finance

Building a Better CAPE Ratio

October 5, 2022

After a bit of a hiatus from the blog – thanks to our ambitious summer travel schedule – it’s time for another post. Over the years, I’ve gotten a lot of questions about the Shiller CAPE Ratio and if it’s still relevant. If you’re a regular reader of my blog, you’ll likely be familiar with the CAPE concept, but just as a refresher, Prof. Robert Shiller, economist and Nobel Laureate, came up with the cool idea of calculating a Price-Earnings (PE) ratio based not just on 1-year trailing earnings, which can be very volatile, but on a longer-term average to iron out the corporate earnings fluctuations over the business cycle. Hence the name Cyclically-Adjusted Price Earnings (CAPE) Ratio. If we use a 10-year moving average of inflation-adjusted earnings as the denominator in the PE ratio, we get a measure of market valuations that’s more informative in many instances. For example, historically, the CAPE ratio has been significantly negatively correlated with subsequent equity returns. It’s not useful for the very short-term equity outlook, but over longer horizons, say 10+ years, the CAPE ratio has been highly informative. Especially retirees should take notice because your retirement success hinges a lot on those first 10 or so retirement years due to Sequence of Return Risk. In fact, all failures of the 4% Rule occurred when the CAPE was above 20! A high initial CAPE ratio signals that retirees should probably be more cautious with their withdrawal rate!

But the CAPE has been elevated for such a long time, people wonder if this measure is still relevant. In the comments section, people ask me all the time what kind of adjustments I would perform to “fix” the CAPE. Can we make the Shiller CAPE more comparable over time, to account for different corporate tax environments and stock buybacks and/or dividend payout ratios over the decades? Yes, I will present my ideas here today. And even better, I will post regular updates (potentially daily!) in my Google Drive for everyone to access for free.

So, what do I find? The adjustments certainly lower the CAPE, but don’t get your hopes too high. Even after the adjustments, the CAPE is still a bit elevated today! Let’s take a look at the details…

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Hedging Against Inflation and Monetary Policy Risk

July 5, 2022

Over the last few decades, we’ve become accustomed to a negative correlation between stocks and U.S. Treasury bonds. Bonds used to serve as a great diversifier against macroeconomic risk. Specifically, the last four downturns in 1991, 2001, 2007-2009, and 2020 were all so-called “demand-side” recessions where the drop in GDP went hand-in-hand with lower inflation because a drop in demand also lowered price pressures. The Federal Reserve then lowered interest rates, which lifted bonds. This helped tremendously with hedging against the sharp declines in your stock portfolio. And in the last two recessions, central banks even deployed asset purchase programs to further bolster the returns of long-duration nominal government bonds. Sweet!

Well, just when people start treating a statistical artifact as the next Law of Thermodynamics, the whole correlation collapses. Bonds got hammered in 2022, right around the time when stocks dropped! At one point, intermediate (10Y) Treasury bonds had a worse drawdown than even the S&P 500 index. So much for diversification!

So, is the worst over now for bonds? Maybe not. The future for nominal bonds looks uncertain. We are supposed to believe that with relatively modest rate hikes, to 3.4% by the end of this year and 3.8% by the end of 2023, as predicted by the median FOMC member at the June 14/15, 2022 meeting, inflation will miraculously come under control. As I wrote in my last post, that doesn’t quite pass the smell test because it violates the Taylor Principle. The Wall Street Journal quipped, “The Cost of Wishful Thinking on Inflation Is Going Up Too”. I’m not saying that it’s impossible for inflation to subside easily, but at least we should be prepared for some significant upside risk on inflation and interest rates. Watch out for the July 13 CPI release, everybody!

So, trying to avoid nominal bonds, how do we accomplish derisking and diversification? Here are ten suggestions…

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The Bear Market is here. What Now?

June 15, 2022

With the recent confirmation of a Bear Market finally taking hold, I’ve gotten some requests to comment on the situation: Are we going to have a recession? What’s my inflation outlook? What to expect from the Federal Reserve? What does this all mean for us in the FIRE community?

Let’s take a look…

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Hedging against Sequence Risk through a “Retiree-Saver Investment Pact” – SWR Series Part 53

June 6, 2022

In this year’s April Fool’s post, I marketed a made-up crypto coin that would completely hedge against Sequence Risk, the dreaded destroyer of retirement dreams. Once and for all! Most readers would have figured out this was a hoax because that complete hedge against Sequence Risk is still elusive after so many posts in my series. Sure, there are a few minor adjustments we can make, like an equity glidepath, either directly, see Part 19 and Part 20, or disguised as a “bucket strategy” (Part 48). We could very cautiously(!) use leverage – see Part 49 (static version) and Part 52 (dynamic/timing leverage), and maybe find a few additional small dials here and there to take the edge off the scary Sequence Risk. But a complete hedge is not so easy.

Well, maybe there is an easy solution. It’s the one I vaguely hinted at when I first wrote about the ins and outs of Sequence Risk back in 2017. You see, there is one type of investor who’s insulated from Sequence Risk: a buy-and-hold investor. If you invest $1 today and make neither contributions nor withdrawal withdrawals, then the final net worth after, say, 30 years is entirely determined by the compounded average growth rate. Not the sequence, because when multiplying the (1+r1) through (1+r30), the order of multiplication is irrelevant. If a retiree could be matched with a saver who contributes the exact same amount as the retiree’s cash flow needs, then the two combined, as a team, are a buy and hold investor – shielded from Sequence Risk. It’s because savers and retirees will always be on “opposite sides” of sequence risk. For example, low returns early on and high returns later will hurt the retiree and benefit the saver. And vice versa. If a retiree and a retirement saver could team up and find a way to compensate each other for their potential good or bad luck we could eliminate Sequence Risk.

I will go through a few scenarios and simulations to showcase the power of this team effort. But there are also a few headaches arising when trying to implement such a scheme. Let’s take a closer look…

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Crypto is probably a bad investment!

April 25, 2022

If you remember my April Fools Day post from a few weeks ago, I poked fun at the proliferation of new crypto coins. Most of them are scams. But what about the mainstream crypto coins, like Bitcoin, Ethereum, etc.? Are they a good investment? What’s not to like about a 100%+ annualized return in some of the crypto coins between their inception and their 2021 peak?

Well, those returns are “water under the bridge”. What matters to me today is the outlook for the crypto world going forward. In today’s post, I like to go through some of the reasons why I believe going forward, crypto looks like a sub-par investment. I currently don’t invest in crypto and I don’t think that anything more than a few % of the portfolio seems prudent. Let’s take a look…

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Introducing the ERN-approved Crypto Coin

April 1, 2022

If you’re familiar with my work on Safe Withdrawal Rates, you’ll know that the number one concern for retirees is Sequence of Return Risk. Well, hopefully, this will soon be a thing of the past. I’m now ready to announce the complete “retirement” (pun intended) of my Safe Withdrawal Rate Research because, after years of research and a partnership with some of the most impressive crypto experts, I have finally developed a way to completely(!) hedge against Sequence Risk, once and for all.

Introducing the revolutionary, proprietary, trademarked Sequence-Hedged Investment Token™ Coin. Guaranteed free of Sequence of Return Risk! It’s safe for retirement, it’s safe for accumulating assets. A patented and trademarked revolutionary crypto technology solution to guarantee a risk-free retirement! With tax advantages, too!

Let’s take a look at the details…

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Timing Leverage in Retirement – SWR Series Part 52

March 21, 2022

Last year in Part 49 of the Safe Withdrawal Series, I wrote a post about using leverage in retirement, and in today’s post, I like to explore some additional issues. 

A quick recap, the appeal of using leverage in retirement is that we would borrow against the portfolio instead of liquidating assets. Nice! That might help with Sequence Risk if we avoid liquidating assets at temporarily depressed prices. There could also be a tax advantage in that we keep deferring the realization of taxable capital gains, potentially until we bequeath our assets to our daughter who can then use the “step-up basis” for complete forgiveness of all of our accumulated capital gains. That’s the famous “buy, borrow, die” approach popular with high-net-worth folks.

The gist of the post last year: Not so fast! Leverage could potentially even exacerbate Sequence Risk if you are unlucky and retire right before a bad market event that’s deep enough (like the Great Depression) or long enough (like the 1965-1982 stagflation episode) to compromise the portfolio so badly that the margin loan becomes unsustainable relative to the underwater portfolio.

One solution proposed by several readers: instead of always borrowing against the portfolio, maybe we should carefully time when we use leverage. For example, borrow only when the stock market is down “far enough” and use withdrawals from the portfolio otherwise. And if the market is doing well again, potentially pay back the loan again! Sounds like a reasonable and intuitive plan. But I want to put that to the test with some real simulations. Let’s take a look at the details… 

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Retirement in a High-Inflation Environment – SWR Series Part 51

February 28, 2022

What a difference a year makes! In late 2020, only about 16 months ago, I felt the urge to comment on the then-fashionable discussion of how low inflation would impact retirees. See Part 41 – Can we raise our Safe Withdrawal Rate when inflation is low? of my SWR Series. Feels like a lifetime ago, doesn’t it?

The takeaway back then: don’t get distracted by high-frequency economic fluctuations. Low inflation doesn’t necessarily mean we can all raise our safe withdrawal rates. Certainly not one-for-one. There is neither empirical nor theoretical economic backing for materially changing your retirement strategy.

Only a little more than a year later the tide has turned. We’re now facing the highest inflation readings in about 40 years. 7.5% CPI and potentially 8% year-over-year once the BLS releases the February figure in mid-March. So, people asked me if my inflation views are symmetric, i.e., high inflation is also a non-event? As I signaled in my inflation post last month, I’m not too worried. Here’s why…

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Inflation at 7%! Here’s why I’m not running for the hills (yet)!

January 13, 2022

According to the most recent inflation numbers that came out yesterday (1/13), CPI inflation is now running at 7% year-over-year. From September to December we saw a 2.2% increase, which is a 9.1% annualized rate. And it’s not all energy and food inflation. The core CPI is also elevated at 5.5% year-over-year.

What do I make of this? How persistent or transitory is this inflation bump? Should we adjust our portfolio? Or our safe withdrawal rate? Here’s a short note with my thoughts…

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Ten things the “Makers” of the FIRE movement don’t want you to know – SWR Series Part 50

January 3, 2022

Happy New Year, everybody. I hope you had a relaxing and healthy Christmas and a good start to the New Year!

Last month was the 5th anniversary of the Safe Withdrawal Rate Series! In December 2016, I published the first part of that series. I had material for maybe four or five parts but one thing led to another and with new ideas, most of them due to reader feedback, the series took off. It’s been running for 5 years and I obviously opened a bottle of bubbly last month to celebrate.

So, what’s the deal with the title then? Very simple: Blogging 101. You need a catchy title! I might have called the post “What I’ve learned in 5 years and 50 posts” or something along those lines. But to shake things up and get everybody’s attention, this is the title I went with. Think of this post as a natural extension of Part 26 “Ten things the “Makers” of the 4% Rule don’t want you to know” or the equally “tongue-in-cheek” posts “How to ‘Lie’ with Personal Finance” – Part 1 and Part 2.

So, after 5 years, 50 posts, what have I learned? What do I think others in the FIRE community are missing? What can you learn from my series that you may not have seen elsewhere? Let’s take a look…

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