With the 1st half of 2022 now behind us, we devote this post to a mid-year review of ETFs in a variety of stock sectors. We also highlight some recent research on sectors that have historically held up well during periods of high inflation, and the benefit of time horizon when investing in stocks. We hope you find this mid-year review helpful!
Record-breaking 1st half of 2022
According to this MarketWatch article, the S&P 500 recorded its steepest 1st-half year loss in over 50 years. But, remember that the S&P 500 is a broad-based index consisting of many different companies across a variety of industries. In fact, there are 11 sectors in the S&P 500, which in order of size (and an ETF to represent them) are:
Information Technology (XLK)
Health Care (XLV)
Financials (XLF)
Consumer Discretionary (XLY)
Communication Services (XTL)
Industrials (XLI)
Consumer Staples (XLP)
Energy (XLE)
Utilities (XLU)
Real Estate (IYR)
Materials (XLB)
Mid-year review of best and worst performing sector ETFs
The chart below sorts the total return for the 11 ETFs identified above for 2022. As can be seen here, the biggest gains were among the energy sector (XLE) and the worst in consumer discretionary (XLY). Over this same period, the S&P 500 total return, measured by the iShares Core S&P 500 ETF (ticker: IVV) was -19.2%. Also, note that the energy sector was the only ETF here that saw a positive return, which is not surprising given the war in Ukraine and its impact on supply in the energy sector.
Mid-year review of returns from 11 sector-ETFs in the S&P 500 Index
Where will stocks go from here and what to do about it?
Given the current high inflation rates, Derek Horstmeyer at George Mason University recently showed the following “inflation fighters” in his June 5th Wall Street Journal Article.
Best performing sectors during periods of high inflation. Source: Derek Horstmeyer
Of course, the most prudent course of action may be to simply do nothing based on this mid-year review. Given longer investment horizons, the stock market is less likely to suffer losses. Based on Bank of America research, the chart below supports this fact.
In our last post, we introduced a new calculator to help you forecast your retirement savings. Part of this introduction showed you how the uncertainty in the markets may affect your savings forecast. So here, we summarize the differences between the two simulation options available in our new retirement savings calculator: bootstrapping and geometric Brownian motion.
Simulation of asset prices helps manage savings risks. (The vertical axis is price. The horizontal axis is time.)
Why use simulation?
Simulation, or often termed “Monte Carlo” simulation, is a scientific method to model future uncertainty using a random number generator. In the case of our savings calculator, it models the uncertainty of annual stock and bond returns. By running many simulation trials, each trial can represent one of many possible outcomes for investment returns over your planning horizon. Then, you can see what risk you may be taking in assuming a more pessimistic or optimistic account balance at retirement. For example, using default inputs to our model, a retiree can expect their future tax-deferred account balance to be likely more than $629,047, but likely not more than $1,073,058. (These values are based on default 25th and 75th percentiles. Our calculator allows these levels to be adjusted.)
Simulation provides a range of possible account values and the risk associated with achieving them.
Bootstrapping
The two most common approaches to simulation are bootstrapping and geometric Brownian motion. Bootstrapping uses historical returns of stocks and bonds, and randomly samples from them for each trial to develop simulated returns. For our model, we reconstructed annual returns for an S&P 500 ETF and aggregate bond ETF from 1989 to 2021. We used the same methodology described by DiLellio (2018). Retirees benefit from using bootstrapping since it preserves the historical distribution of stock and bond returns, as well as the correlation of their returns. In particular, extreme market shocks, like the financial crisis of 2008-2009, the dot-com bubble burst of 2001, and the Covid-19 pandemic of 2020 are all included when simulation uses bootstrapping.
One approach to simulating future returns is termed bootstrapping, where we simulate returns by random selection from a set of historical returns. In our calculator, we use annual returns from an S&P 500 and aggregate bond index ETF from 1989 to 2021. This approach has the benefit that it accurately represents the past, including the large market corrections in the financial crisis of 2008-2009, the dot-com bubble bursting in 2001, and the global pandemic in 2020. You can read more about this simulation approach in this peer-reviewed research in DiLellio (2018).
Geometric Brownian Motion
However, what if the future isn’t entirely represented by the past? In this case, we can use the geometric Brownian motion (GBM) stochastic process to simulate future stock and bond prices. Why? Using a GBM permits you to dictate return behavior using a normal distribution of asset returns. This simulation approach gives the retiree complete control over future returns. And, the retiree can select volatility and correlations of stock and bond returns. Lastly, GBM is the foundation for the famous Black-Scholes Option pricing formula. Unfortunately, GBM does not capture extreme events well. The image below from DiLellio (2018) shows how the normal distribution does a fair job, but not a perfect one, of fitting stock and bond returns.
Daily return distribution of stock (top pane) and bond market (bottom pane) indices. Two normal distributions are also shown, with volatility estimates using historical returns from 1989 to 2017. Reducing the volatility appears to provide a slightly improved fit near the center of the distribution, but worsens the fit in the distribution tails. Source: DiLellio (2018) Risk and reward of fractionally leveraged ETFs in a stock/bond portfolio, 27 Financial Services Review.
So, which simulation approach is better?
The short answer is “it depends”. Like any mathematical model, they both have their own strengths and limitations. Fortunately, you can use either of these models to develop your savings plan. In fact, we hope you consider using both, to best understand the risk of achieving your savings goals!
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
We just finished the development of a new savings forecast tool to help you in planning your retirement future. In today’s post, we will highlight this tool.
Our pre-retirement savings forecast tool can help you predict your future savings.
Forecast your savings
To determine your savings forecast, our online tool asks for a number of different inputs across the following categories.
Information about yourself, such as your current age, retirement and taxable account values, and future planned contributions.
Information about your spouse or domestic partner, such as their age, their retirement account values, and their future planned contributions.
Your savings horizon, in years, your current and future asset allocation, and your marginal tax rates.
Future rates for stock returns, bond returns, inflation and dividends.
Simulation inputs, such as number of trials, asset volatility, correlation and type of simulation used.
Like in our retirement income calculator, simple menus walk you through each of these inputs, along with tips on what these inputs mean. When you are done, simply press the “Forecast Retirement Savings” button to see an automated report. The tool adjusts all values down for inflation so are in today’s “buying power”. Also, for those considering drawing down a taxable account assets prior to retirement, negative contributions may also be used to see what taxable account balance (if any) remains at the end of this planning horizon. Advocates of FIRE (Financial Independence, Retire Early) may find this feature especially useful.
Forecast results
Our savings forecast tool provides two perspectives on retirement savings. The first perspective is what to expect or a so-called “best guess” based on a deterministic forecast. An example of a 10 year forecasted account values appears in the picture below for a current 52-year old and their 50 year-old spouse. You can then enter these account values and cost basis information into our retirement income calculator.
Expected values for account values after saving for 10 years, Retiree and Spouse
The second perspective is a probability distribution of future outcomes due to market uncertainty. Using 1,000 trials in a bootstrapped simulation with data from 1989-2021 for stocks, bonds and inflation, you can determine median (or 50th percentile) account values at the end of the planning horizon, along with visualizing the account values each year. Our software also supports geometric Brownian motion simulation, which can allow you to manually modify market returns and volatility, rather than sampling from historical values.
Account values after saving for 10 years using bootstrapped simulation, Retiree and Spouse
The final images produced by this tool are a distribution of outcomes for account values at the end of the savings horizon. To provide savers with specific results, we also include a table with pessimistic, median and optimistic account values.
Distribution of account values after saving for 10 years, Retiree
We hope you find this new tool helpful in planning for your retirement. Please drop us a message to let us know what you think!
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
We wish to thank all the investors and financial planners who recently attended our webinar. The webinar was hosted by the Financial Experts Network on March 1, 2022, and entitled Seeking Tax Alpha in Retirement Income. If you missed the webinar, you are welcome to watch it again with the link below.
We also wish to thank the many respondents to our survey at the end of the webinar. We had quite a mix of individual investors and financial services professionals respond, as shown in the pie chart below.
Survey results for the type of user of our retirement income software
Prioritization of new features and capabilities
In the survey, we also asked about prioritizing new features and capabilities in our optimal retirement income calculator. So, here are the results, in rank order. Then, for any that were “close”, we assigned them with the same rank, to properly account for sampling error.
Rank
Feature
1
Roth Conversions
2
IRMAA (Income-related Medicare Adjustment Amount)
2
State Taxes (as applicable)
3
Reverse Mortgage
3
NIIT (Net Investment Income Tax)
4
Tabular format for later year income, taxes, and account balances.
4
Rental Income
4
Saving additional profile data for multiple retirees and spouses
While the benefits from a Roth conversion are often small and slow to arrive, a Roth conversion will almost always pay off if given enough time, i.e., for life spans that extend past 90 and so long as annual distributions from converted amounts are not taken.
Dr. Edward McQuarrie, Emeritus Professor at Santa Clara Univeristy
New calculators coming soon!
We are also pleased to announce that there will soon be another free calculator to aid in retirement planning. The next calculator will focus on savings values prior to starting retirement and includes the use of a bootstrapping simulation, as mentioned in our post earlier in 2022. Stay tuned for the release of the new tool shortly!
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
For 2022, we’ve decided that the cost to produce and maintain the free and premium portfolios was simply too high. We also recognized that, while these portfolios did exceed their objective in 2020, they did not in 2021. All premium subscribers will receive a pro-rated refund of their subscription payments shortly. In the meantime, free and premium subscribers can now access the final monthly portfolios, based on data through December 31, 2021.
Coming soon
So, after receiving very positive praise on our retirement calculator, we’ve decided to make improving it a priority. Also, thanks to significant feedback from individual investors and financial services professionals, below is a list of features we hope to provide in the near future:
Projection of retirement assets at beginning of retirement for pre-retiree planning
Optimized social security starting age for single or married couples
Roth conversions using either IRA or taxable account funds
Robustness checks with an automated sensitivity analysis for selectable uncertain variables
Risk assessment with simulation of uncertain stock market returns, life exptancy, after-tax income needs, and others
Real estate income and residual value
Support for Financial Independence, Retiree Early (FIRE)
Online storage of previous results for future reference
Of course, our retirement calculator already has many features discussed in the FAQ and listed at the top of the calculator. Also, if you are interested in greater details, you are welcome to download this whitepaper that we developed recently to describe the current model in greater depth.
We hope you have a wonderful 2022!
ETFMathGuy is a subscription-based education service for investors interested in tax-efficient investing with ETFs
Inflation hedging continues to be of great interest for investors large and small. In this post, we quantify some possible ways to combat inflation based on a recent article in the WSJ.
Historical Inflation Trend
Inflation is currently around 6%, well above the 2% rate seen recently. The chart below shows how most of this change occurred in 2021. This rate is well above the 2% long-term target set by the Federal Reserve. So, what are some options for investors in this current inflation climate?
Inflation is about 6% in late 2021
Treasury inflation-Protected Securities (TIPS)
TIPS are one of the most obvious places investors look for inflation hedging. The iShares TIPS Bond ETF (ticker: TIP), with over $30 billion in assets, is a popular option. This ETF has performed notably better than a broad bond benchmark, like the iShares Core U.S. Aggregate Bond ETF (ticker: AGG), as the chart below illustrates. Note that while TIP has slightly higher volatility than AGG, it performance in 2021 is noticably better. In fact, according to ETFReplay.com, the 2021 year-to-date return of TIP is 5.4%, versus -1.0% for AGG.
Commodities
There are certainly other options investors can consider. For example, investors often seek commodity investments when inflation rises. This recent study by Vanguard indicated that a 1% rise in inflation could produce a 7-9% rise in commodities. This estimate looks surprisingly accurate, as the ETF DBC (PowerShares DB Commodity Index) should be up 28-36% in 2021, given the inflation rate increase this year from 2% to 6%. In fact, DBC is up 32.7% in 2021, according to ETFReplay.com
Updated optimal portfolios
For subscribers of our ETF optimal portfolios, we encourage you to log in to see the latest updates. Note that, based on our latest backtesting, monthly portfolios change more quickly now to respond to market dynamics.
ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
Inflation has been in the news quite a bit lately, as the CPI (Consumer Price Index) has shown a year-over-year increase of over 5% since June of 2021. Higher inflation means a loss of buying power. Fortunately, the U.S. tax system does take inflation into account when tax brackets are updated each year. In this post, we discuss the implications of updated tax brackets for 2022 due to inflation.
Note: This post has been prepared for informational purposes only, and is not intended to provide, and should not be relied on for, tax, legal or accounting advice. You should consult your own tax, legal and accounting advisors before engaging in any transaction.
Income Tax
Income tax brackets determine what tax rates apply to each additional dollar of taxable income. These rates are especially important for retirees. Below are the 2021 and 2022 tax brackets. As you can see, the Internal Revenue Service has increased the income limits up for all rates and for all types of tax filers. Thus, if your taxable income did not change from 2021 to 2022, your after-tax income will likely increase.
2021 Income Tax Brackets2022 Income Tax Brackets
Capital Gains Tax and Standard Deductions
Capital gains taxes, as well as the standard deduction, also have increased from 2021 to 2022 tax years. The increase in standard deductions is $400 for single filers and $800 for married individuals filing a joint tax return. These higher deductions mean that, all else being equal, a taxpayer will likely have lower taxable income, and higher after-tax income and gains. Also, higher income limits for capital gains mean that qualified dividends and long-term realized capital gains on most investments should produce fewer capital gains taxes.
Other Changes
While there are quite a few other changes to taxes in 2022, there is no change to the contribution to Individual Retirement Accounts. But, for those with access to workplace retirement plans, like 401(k)s, 403(b)s, and 457 plans, individuals can contribute $20,500 in 2022, an increase of $1,000 from 2021. While such a decision will defer taxes and should lead to higher account values in the future, anyone concerned about future tax increases may wish to consider contributing to Roth 401(k)s and Roth 403(b)s if their workplace makes them available. You may also wish to use our free online calculator to forecast your taxable and retirement assets in retirement.
ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
Investor interest in cryptocurrency and bitcoin remains high. This week, ETF investors may see the first futures-based bitcoin ETFs. Here, we discuss the introduction of bitcoin ETFs, and why they may not perform as ETF investors expect.
According to this ETF.com article, October 18th could be the first effective date that two bitcoin ETFs are set to debut. And, another bitcoin ETF could become available a week later, on October 23rd, and a fourth potentially available on October 25th. But, its important to note that each of these ETFs depend on futures contracts for their bitcoin exposure. Therefore, none of them hold bitcoin to provide direct exposure to the spot market. Instead, the most direct exposure for investors seeking bitcoin remains the Grayscale Bitcoin Trust (GBTC), which typically trades at a premium. In fact, we wrote about the risks and taxation of GBTC earlier this year.
What can happen with futures-based ETFs?
Sadly, futures-based ETFs can often not match the corresponding price performance of the spot market. For example, ETF investors wishing exposure to West Texas Intermediate crude oil price changes could buy the United States Oil Fund ETF (ticker: USO) Unfortunately, a phenomenan called “contango” can occur when the price of the futures contract exceeds the expected future spot price. So, the fund loses money when it replaces expiring contracts with near-term future contracts. Consequently, over time, futures-based ETFs tend to underperform the spot price market.
“These kinds of vehicles are primarily meant to be used by active traders to hedge or short positions. They are not meant as long-term buy and hold vehicles.”
Fortunately, there is some good news about bitcoin ETFs. Greyscale has indicated it may convert its current bitcoin fund into an ETF. If they do, this ETF’s investment returns wouldn’t be subject to contango, and won’t suffer from the return drag of futures-based bitcoin ETFs. However, the Securities and Exchange Commission (SEC) current commissioner has stated he prefers approving ETFs backed by bitcoin futures. So, ETF investors interested in bitcoin may wish to continue to wait or seek alternatives outside the ETF space.
ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
There is good and bad news on the latest proposal for tax changes on investments. In this post, we summarize the latest in a developing set of changes to future taxes on long-term investment gains.
Good news on proposed tax changes
According to the WSJ, the House Ways and Means Committee will not raise taxes on long-term capital gains to over 40%, as proposed by the Biden administration. So, an ETF investor should hopefully not see their long-term capital gains tax nearly double by realizing them.
Unfortunately, the proposed tax changes can have a significant impact on the windfall resulting from the sale of a home or business. Home sellers do have an exemption, but these limits can easily be exceeded for those living in high cost of living areas. And, since some home sellers may be recently widowed, these individuals would be even more adversely affected. Recently widowed individuals will see their exemption cut in half as they can no longer file their tax returns as married. For business sellers who may have invested much of their nest egg into building their business, this additional tax could significantly reduce the after-tax value of their sale.
Updated optimal portfolios
For subscribers of our ETF optimal portfolios, we encourage you to log in to see the latest updates. Note that, based on our latest backtesting, monthly portfolios change more quickly now to respond to market dynamics.
ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
Tax alpha refers to the additional rate of return generated by making tax-efficient investment decisions. For retirees, we provide an optimal retirement income calculator that models the U.S. tax code and determines an optimal drawdown strategy. Here, we discuss a recent upgrade to this calculator that quantifies your potential retirement tax alpha using an optimal drawdown strategy.
Retirement tax alpha and your optimal retirement income strategy Photo by Nataliya Vaitkevich on Pexels.com
What is alpha?
In the investment world, the return not captured by the movement in the broad market is alpha. Thus, for many investors, it means a risk-less return. In fact, we’ve even talked about it before in the context of CAPM and its counterpart, beta. Alpha and beta provide portfolio statistics important for consideration by any investor.
What is tax alpha?
Tax alpha is a relatively new term and may differ based on the source. We like the following definition.
If “alpha” is the return generated by an advisor’s skill in picking and managing investments, then “tax alpha” protects that return and generates a boost by making sure that taxes don’t eat away more of a client’s wealth than absolutely necessary.”
In retirement, tax alpha focuses on tax-efficient drawdowns. In addition, the industry standard for retirement income drawdowns from taxable, tax-deferred, and tax-exempt accounts is the Common Rule. The image below shows a summary of the default case used in our optimal calculator, which compares its results with those from the Common Rule.
This last line (line 4) indicates the value of tax-alpha of 0.57%. That is, a retiree would need to generate pre-tax returns 0.57% higher using the Common Rule to generate the same after-tax inheritance for their heirs. Therefore, by making optimal drawdown decisions in retirement, a retiree can expect to increase their investment returns using the Common Rule. Interested in seeing the details of this example or inputting your own assumptions for retirement? If so, please try our free online calculator.
ETFMathGuy is a subscription-based education service for investors interested in using commission-free ETFs in efficient portfolios.
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