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Yielding towards the right bond model
Asset Allocation Research Yielding towards the right bond model
Highlights
- With interest rates likely to rise in the US and inflation likely to increase both in the US and EU, it is time for investors to reduce their exposure to bonds.
- However, bonds remain key in reducing investors’ portfolio risk. Our model based on fundamentals can help mitigate the upcoming downturn in the bond market.
- Applying our model to a portfolio of bonds enhanced the Sharpe ratio to 1.61 compared to 1.51 for its benchmark by increasing return by 0.2% per year.
As inflation increases on a global basis, central banks are likely to raise rates to keep inflation around their target. An increase in interest rates will, in turn, have a negative impact on the value of bonds. Record low interest rates in developed markets have favoured investments in riskier instruments as investors sought higher returns and income. An increase in interest rates is likely to be followed by a rotation to less risky assets as investors are by nature risk-averse, potentially moving towards more cash or sovereign bonds to the detriment of high yields.
In our tactical portfolio (and its latest update – Underweight US, Europe and precious metals), we use models to determine our positions in equities, bonds and commodities. While we have previously explained what goes into the equity and commodity models, this is our first note outlining in detail our bond model. We start with the indicators the model uses as trading signals, followed by the model mechanism and concluding with the portfolio of bonds and a performance analysis of the portfolio compared to its benchmark and the Bloomberg Barclays US Aggregate Bond Index since 2007.
Inflation expectations
Inflation can be measured in many ways. Inflation expectations measured by the 5yr 5yr forward inflation rate reflects the markets’ expectations on how central bank policies will impact inflation in the future. Technically, it represents the level of inflation expected over 5 years 5 years from now.
US and EU inflation expectations are highly correlated. A surge in inflation expectations like the one the market is currently witnessing means that inflation will likely increase and central banks will likely increase interest rates, undermining bonds.
In our bond model, we include the inflation expectations for both regions combined with their respective interest rate spreads (see chart below for the US).
Interest rate spread
The base rate is the rate at which central banks lend money to domestic banks. The 10yr forward rate is the rate at which investors are able to borrow money in 10 years from now, providing an indication on how the base rate should move in the future. With inflation expectation rates surging, the 10yr forward rates are rising, widening the spread with the base rates. This provides further certainty on an imminent rate hike, at least in the US, which would be prohibitive for US bonds.
(Click to enlarge)
Historically, the base rate moves most of the time in line with its 10yr forward rate if it does not catch it up. With the 10yr forward surging to 2.2% in the US while the base rates are currently at 0.95%, we will likely see the US Federal Reserve, increase its base rate, tightening the spreads.
In our model, we are using the spread between the 10yr forward rate and the base rate for the US and the EU combined with their respective inflation expectations as trading signals.
Credit default swap
A credit default swap (CDS) is a financial instrument that allows for the seller to transfer the credit exposure of a fixed income product to one or more parties. An increase in the value of the CDS indicates rising demand for insurance against a risk of default from the entity behind the underlying bond. It serves as a measure of the level of risk in the fixed income market.
(Click to enlarge)
Our analysis shows that there is a strong correlation between the quarterly return of bonds and the quarterly change of its respective CDS as illustrated above. In our bond model, we are taking into account the CDS level of each component of the portfolio relative to their respective first and second standard deviations above and below average.
The model mechanism
The model will tell us to overweight a bond if
– inflation expectations are at a turning point (switching from increasing to decreasing), and
– interest rate spreads are at a turning point (switching from increasing to decreasing), and
– the CDS of the bond is below its first or second standard deviation.
The model will tell us to underweight a bond if the opposite conditions to the above are aligned.
(Click to enlarge)
The above chart shows the portfolio historical positions in EU Sovereign bonds based on the model. While far from being perfect, it still manages in most occasions to signal the right changes ahead of price movements.
Performance and positioning
We created two diversified portfolios of bonds: our portfolio and its benchmark. Both have the same constituents as illustrated in the next table and rebalance on the first business day of every month. The benchmark rebalances back to its initial weights while the portfolio rebalances to a set of new weights based on the signals previously described.
(Click to enlarge)
For December, the model recommends to go underweight most of the components of the portfolio compared to the benchmark, except for US investment grade where the model recommends a neutral position. This results in a higher allocation to cash.
(Click to enlarge)
Applying the model to the portfolio of bonds shows that the portfolio outperforms its benchmark by 0.2% per year for the same level of volatility, improving the Sharpe ratio by 6.3% from 1.51 for the benchmark to 1.61.
(Click to enlarge)
We also note that the portfolio and its benchmark outperform the Bloomberg Barclays US Aggregate Bond Index (former Lehman Aggregate Bond Index) by at least 1.4%, reduce volatility and more than double the Sharpe ratio. This can be explained by a change in universe, weights and rebalancing methodology.
Important Information
General
This communication has been issued and approved for the purpose of section 21 of the Financial Services and Markets Act 2000 by ETF Securities (UK) Limited (“ETFS UK”) which is authorised and regulated by the United Kingdom Financial Conduct Authority (the “FCA”).
• Global crypto asset adoption rates are significantly higher than previously estimated.
• The data generally suggest that both the US and Europe may be at the cusp of mass retail adoption – a situation often referred to as “Hyperbitcoinization” in the context of Bitcoin.
• Chances are that the growth of adoption will surprise to the upside due to the fact that we are most likely at the inflection point from ”Early Adopters” to ”Early Majority”.
Trump recently made a public statement implying that 50 million Americans already held ”crypto”. The most recent surveys among US consumers seem to support this number.
It is no surprise that cryptoassets have become a major topic during the US presidential election as the parties have become increasingly aware that cryptoasset users could play a significant role at the ballot.
Both Trump and Robert Kennedy Jr. are scheduled to deliver a pro-Bitcoin speech at the upcoming Bitcoin conference in Nashville over the weekend.
It seems as if cryptoasset users are not a small minority anymore that can be ignored.
Here are some recent US bitcoin and crypto adoption surveys for comparison (% of total population in brackets):
• Security.org: 93 mn (28%)
• Unchained: 86 mn (26%)
• Statista: 53.6 mn (16%)
• Morning Consult: 44.2 mn (13%)
• Finder: 38.4 mn (11%)
In general, cryptoasset adoption has been on the rise globally.
A recent global survey among institutional investors conducted by Fidelity even implies that 51% of surveyed institutional investors have already invested into cryptoassets such as Bitcoin.
Another recent consumer survey by Statista implies that approximately every 5th person (21%) worldwide has already invested into cryptoassets.
However, it’s important to highlight that among the top 10 regions with the highest adoption rates, 8 regions are developing countries.
So, cryptoasset adoption rates are even significantly higher among developing countries than in developed countries that often suffer from chronically high inflation rates and weak domestic currencies.
That being said, the data generally suggest that both the US and Europe may be at the cusp of mass retail adoption – a situation often referred to as “Hyperbitcoinization” in the context of Bitcoin.
The reason is that technological adoption in general tends to accelerate at the threshold from the so-called “early adopters” to the “early majority” which is around 16% adoption rate based on the model of technological adoption famously put forth by Rogers (1962).
Global adoption rates are already at 21% while adoption rates in the US and Europe are at around 16% and 14%, respectively. So, there is a strong case for an acceleration of adoption rates in these regions and globally over the coming years.
Recent political developments in the US also imply that Bitcoin and cryptoassets are gradually becoming mainstream.
Trump has recently endorsed domestic Bitcoin mining in the US and both Democrats and Republicans have started accepting crypto payments for campaign financing.
The big success of the spot Bitcoin ETFs this year and the fact that additional types of spot crypto ETFs are being launched marks a significant shift in sentiment among US regulators in this regard.
In short, chances are that the growth of adoption will surprise to the upside due to the fact that we are most-likely at the inflection point from ”Early Adopters” to ”Early Majority”.
Bottom Line
• Global crypto asset adoption rates are significantly higher than previously estimated.
• The data generally suggest that both the US and Europe may be at the cusp of mass retail adoption – a situation often referred to as “Hyperbitcoinization” in the context of Bitcoin.
• Chances are that the growth of adoption will surprise to the upside due to the fact that we are most likely at the inflection point from ”Early Adopters” to ”Early Majority”.
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This is not investment advice. Capital at risk. Read the full disclaimer
© ETC Group 2019-2024 | All rights reserved
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