Ole Hansen
Ole Hansen, Saxo Bank’s head of commodity strategy, takes a closer look at the oil market amid new US sanctions on Iran and Opec members increasing barrel production.
Article / 15 May 2013 at 6:14 GMT

Introducing Saxo Bank’s Balanced Portfolio

Head of Equity Strategy / Saxo Bank

A broad diversified portfolio that is designed to collect risk premiums across liquid assets throughout various economic environments has a more stable performance and volatility over time than traditional equity-concentrated portfolios. By allocating equal risk to each economic environment, surprises in the underlying economy have less impact on portfolio performance. The portfolio has low drawdowns under stress scenarios, such as the euro area crisis in 2011, but is vulnerable when risk asset correlations drift towards the one that occurred after the Lehman Brothers collapse. Our research suggests that active asset allocation after controlling for trading costs in the period from 2001 to 2013 does not generate significant excess return measured against a static asset allocation with rebalancing. Furthermore, frequent data (weekly) controlling for trading costs increases the Sharpe ratio, but fails on drawdown and the Sortino ratio when measured against less frequent data (monthly). 

Why asset allocation?
The future is difficult to predict and active investors often get the timing wrong in financial markets. Investors rarely foresee structural shifts in the economic environment, measured by growth and inflation. As a result, their portfolios are not in a position to perform well when the shift happens.

An early attempt at constructing a robust asset allocation came from Harry Browne in 1981, when he published a book called Inflation-Proofing Your Investments. The idea is pretty simple. Invest 25 percent of the portfolio’s equity in stocks, long-term treasuries, gold and cash. These four assets are perceived to cover four dominant economic cycles: prosperity (stocks), inflation (gold), deflation (nominal bonds) and recession (cash). By combining them with equal weights, the portfolio should be able to withstand any of the economic environments without much impairment to the portfolio’s equity. The idea of Harry Browne’s Permanent Portfolio has so far stood the test of time as it has returned 9.7 percent annualised in the period from 1971 to 2011, with the largest annual loss being 4.1 percent in 1981.

Bridgewater Associates, an investment company with about USD 120 billion in global investments for a wide range of institutional clients, has clearly been inspired by the Permanent Portfolio. Bridgewater created a portfolio called the All Weather Strategy that consists of four portfolio baskets. There is a basket for each of the four economic environments: growth rises above expectations, inflation rises above expectations, growth falls below expectations, and inflation falls below expectations.

The investment landscape has changed since the 1970s and this begs the question: does a better version of the Permanent Portfolio exist? Our view is that Bridgewater’s allocation approach is better and more balanced given today’s investment landscape. As a result, we will publish an asset allocation on a monthly basis called Balanced Portfolio, inspired by the All Weather but with some modifications. The idea is that the portfolio is balanced against many unpredictable events.

Should an asset allocation be static or dynamic?
Financial markets are dynamic and economies make regime shifts over time (such as going from persistently high inflation to low inflation). Therefore, investors would ideally want a dynamic asset allocation that takes advantage of these shifts and hence deliver risk-adjusted excess returns through an active approach.

Risk parity is a simple and intuitive approach to a tactical asset allocation, which weighs assets according to their (inverse) volatility. In other words, such a portfolio is overweighted less volatile assets and underweighted more volatile assets. The basic idea is that all assets should have the same marginal contribution to the total risk of the portfolio. For example, in the classic 60:40 portfolio (60 percent in equities and 40 percent in bonds), equities actually contribute 90 percent of the total risk. In our own research with (unleveraged) risk parity, we were not able to achieve significant excess return.

Other attempts at a tactical approach, including the traditional mean-variance approach and by maximising the portfolio’s Sortino ratio also failed to produce significant excess return. Based on our research, the conclusion was that none of our dynamic approaches could beat a static asset allocation (in the spirit of the Permanent Portfolio/All Weather) with rebalancing.

Portfolio basics
The framework for the Permanent Portfolio is built on the idea of four economic environments: prosperity, inflation, deflation and recession. Based on the premise that the future is difficult to predict, Harry Browne assigned an equal weight (probability) to each economic environment. This methodology of assigning equal weight to model factors lies squarely within the thoughts of Daniel Kahneman, the winner of the 2002 Nobel Memorial Prize in Economic Sciences, which he elaborates on in his book Thinking, Fast and Slow (2011).

The All Weather framework uses a slightly different terminology. In the world of Bridgewater, the economy goes through four different economic environments: rising growth, falling growth, rising inflation and falling inflation, all relative to prevalent expectations (see table below). Each economic environment benefits different asset classes and by balancing the portfolio’s risk across all environments in equal weights, the portfolio earns the asset class risk premiums while lowering the exposure to any one environment. As a further diversification step, which sets the All Weather apart from the Permanent Portfolio, each environment bet is done with a mix of assets. For example, when inflation rises faster than expectations inflation-linked bonds, commodities, emerging-market credit and gold are expected to benefit (see figure below).

Economic regimes and their asset basket

Bridgewater uses slightly different assets. It uses corporate spreads and emerging-market debt spreads instead of corporate credit and emerging-market credit. The reason why we changed the assets was because debt spreads are not accessible through cheap and liquid ETFs, which are the basis for implementing the asset allocation. Furthermore, we have included gold as a separate asset in the rising inflation environment – similar to the approach in the Permanent Portfolio.

The next step is to calculate the assets’ target weights, which is done by multiplying the economic environment weight with the assets’ weights, which we set to equal. The weights are presented in the table below.

Economic regimes and asset weights

The combined asset weights are illustrated in the pie chart below.

Balanced Portfolio's target weights

Portfolio implementation
The seven assets in the Balanced Portfolio are tracked by seven liquid ETFs traded on US exchanges (see table below). As the total expense ratio shows, ETFs have become a cheap way to gain broad market exposure. The total expense ratio for the Balanced Portfolio is approximately 31 basis points (0.31 percent) calculated as the weighted average of expense ratios.

New table

All ETFs are quoted in USD and as a result, the portfolio is traded on a USD account with no currency hedging. Investors with another base currency than USD have at least two options. The first option is to trade it without currency hedging, which may lead to higher volatility relative to the USD implementation. A second option is to dynamically hedge the currency exposure through the spot exchange rate between the investor’s base currency and the USD on a monthly basis.

To keep trading costs as low as possible, the portfolio’s weight will not be rebalanced when deviations from the target weights are small. Instead, the assets have target weights with a fixed band that is defined as +/- 20 percent (see table below). If weights stay inside the bands, no rebalancing will occur.

Target weight bands

Backtesting results
The backtesting has been performed on monthly data on total return benchmark indices associated with each asset starting in January 2001 and ending in March 2013. The total number of observations is 148. Rebalancing is conducted with trading costs of 0.2 percent to capture slippage and commissions. Since the backtesting utilises the underlying total return benchmark indices, the ETF expense ratio for acquiring these has not been taken into account. This inflates the annualised performance figures. However, the weighted expense ratio is approximately 31 basis points on an annual basis, so the drag is minimal.

Part of backtesting the Balanced Portfolio was also to see if more frequent data increases performance. The table below shows the performance statistics between weekly and monthly data. Although the weekly portfolio beats the monthly on annualised return and the Sharpe ratio, it fails on the most crucial point: the Sortino ratio and maximum drawdown. The Sortino ratio does not penalise upside volatility and thus is a better risk-adjusted performance measurement than the popular Sharpe ratio. The maximum drawdown is 2.4 percentage points lower for the monthly portfolio. Overall, these figures combined with the simplicity of monthly rebalancing have made us choose to implement the Balanced Portfolio on monthly data. In the backtesting, the portfolio was rebalanced on 24 occasions.

Balanced Portfolio statistics

The chart below shows the monthly Balanced Portfolio’s backtesting performance since January 2001. It clearly shows the benefits of diversification leading to a smooth cumulative return profile with small drawdowns, excluding the meltdown following the bankruptcy of Lehman Brothers.

Balanced Portfolio cumulative return

The chart below shows the drawdown profile for the Balanced Portfolio. Despite a balanced and diversified asset allocation, the portfolio still experienced a moderate drawdown in late 2008. Excluding this drawdown, the other drawdowns are all less than 5 percent, highlighting the robust framework.

Balanced Portfolio drawdowns

Another way to look at the 2008 drawdown is in the chart below. It shows that the two largest monthly declines happened consecutively and thus amplified the drawdown. The chart also shows that those two monthly returns were significantly non-normal, adding evidence to the well-proven fact that financial markets do not follow a normal distribution.

Q-Q Plot of Balanced Portfolio monthly returns 2001-2013

During the escalation of the euro area crisis in August 2011, the Balanced Portfolio experiences a 3.7 percent drawdown and it only lasts for two months; again, proof of the portfolio’s resilience. The average drawdown length excluding the financial crisis of 2008-2009 is only four months (see table below).

Balanced Portfolio: Maximum drawdowns

The table below provides an overview of monthly and yearly returns. The Balanced Portfolio has only had one year of negative return out of more than 12 years of backtesting. The Balanced Portfolio did worse in 2008, returning -6.3 percent compared with -0.7 percent for the Permanent Portfolio. This highlights the unique character of the meltdown of 2008. The reason for the Permanent Portfolio’s outperformance in 2008 was due to its 25 percent weight in cash, which also ended up being the only safe haven as risk asset correlations drifted towards one and diluted the effects of broad asset diversification.

Balanced Portfolio: Calendar returns in %

Future expectations
Past returns are no guarantee of future results. The backtesting covers a unique period (2001-2013) for financial markets with historical large volatility in stocks and rapidly declining interest rates, and thus a few comments seem prudent. The portfolio allocates more than half of its total capital to various forms of credit, which has greatly outperformed equities in the backtesting period. Furthermore, the annualised return of 9.0 percent in the backtesting does not account for ETF costs, which are currently 31 basis points for this portfolio (May, 2013). These costs will be a drag on live performance. Furthermore, slippage and commissions related to rebalancing might be larger than 0.2 percent used in the backtesting.

Download document

Introducing Global Beta.pdf

Peter Garnry Peter Garnry
The portfolio positions will be traded at US open and rebalanced the 15th every month or the following business day. Rebalancing only takes place if a weight band is violated.
JV-Aro JV-Aro
Peter , looking into the asset class , I d like to trade that portfolio using options and traded it my way ,but combine it with the fundamental analysis
and re balancing it the way you guys at Saxo would . So the question is what
option are tradeable at Saxo in relevance to this portfolio ?? And I still do not understand how the re-balancing will work , so if you could point me to some material or explanation so I can have a more understanding of it .
Thanks , good work . ..... finaly ;)
JV-Aro JV-Aro
Ok , got it . The rebalancing is in % terms band for portfolio size terms and will depend on performance of each sector .
Peter Garnry Peter Garnry
Single stock options (including on ETFs) are currently not available but should be on the trading platform in 2014. Meanwhile you can trade options on stock indices. I will write a one page document describing the rebalancing methodology including an example.
JV-Aro JV-Aro
Thats great news in regards to the single stock and ETF options !! I am missing it here @Saxo . Is there any other way to trade bonds ??? or to have similar exposure ?
JV-Aro JV-Aro
And one more , is it all long only portfolio ??
JV-Aro JV-Aro
To include German bonds would mess it up I guess .
Cyprustrader Cyprustrader
Fantastic, thanks!!
Joel Smalley Joel Smalley
Can you give the total return indices you used in the backtesting please? I used these and get lower returns than yours:

IEF US Equity
LQD US Equity
SPY US Equity
BCIT1T Index
Peter Garnry Peter Garnry
SPTR, JPEICORE, DBLCIX,GOLDLNPM IBOXIG, USL4TR, will likely not get the same return depending on your rebalancing method, which I will describe more in details in the short future on the Balanced Portfolio blog. Your rebalancing methodology could likely mean up to 50 bps difference in annualised return. We are also researching the possibilities to launch a euro version. Exciting stuff.
Joel Smalley Joel Smalley
Excellent, Peter, thanks. In the end, I reproduced SPTR, USL4TR and IBOXIG manually by adding their total monthly returns to the price at the start of my observation but obviously it's much easier with the actual TR indices! I look forward to reading about your rebalancing method to get the last few missing BPs...

What about a GBP version?! Do you offer the portfolio as a single product (for my pension)? Otherwise, I have recreated it quite simply in Saxo Trader using the ETFs and a spot FX position...
Peter Garnry Peter Garnry
A GBP version would depend on the liquidity and accessibility of the relevant ETFs for implementation. I have not researched that at this point. In any case, the relevant ETFs exist with adequate liquidity to replicate it in EUR. But otherwise, as you describe, the "trick" is to hedge it yourself with a spot FX position rebalanced either monthly or quarterly to convert the USD or EUR return into the currency you desire.
asherah asherah
Peter, very interesting but two questions remain for me:

1. If this asset allocation is directed towards an investor with an USD background how can EM bonds in USD protect from USD inflation besides higher interest? I would have expected that you do choose EM bonds in local currency.

2. Really linkers? I doubt that the appropriate government will not try to manipulate official inflation rates in tough times. Besides in the Euro zone the inflation rate can differ from state to state. Additionally I would hesitate to buy Italian linkers via an Euro zone ETF.

Looking forward to the Euro version! IMO your allocation could consists for a German investor of:

FR0010791004, DE000A1JB4Q0 (or IE00B4613386 in local currency), DE000A0H0728 (or LU0419741177 as I oppose speculation in agriculture goods), DE000A0S9GB0, DE000ETFL375, LU0484969463 and LU0444607187.
Peter Garnry Peter Garnry
Ad 1) You have higher liquidity in USD EM bonds, lower drawdowns in risk-off scenarios and less volatility. Besides the USD portfolio is not only suitable for US investors as many investors around the world prefer investing in USD.

Ad 2) I don't spend a second thinking about governments manipulating inflation rates - that is the game of conspirators. TIPS is a very popular product and adopted by numerous influential hedge funds, asset management firms and pension funds.
asherah asherah
Thanks a lot for your thoughts. Concerning linkers I would not think of conspiration but just that governments (in the Eurozone) learned us that they to do things in tough times not expected before. A readjustment to the basket happend before. Hopefully time will not tell
asherah asherah
Peter, your portfolio inspired me to have a close look to the all weather portfolio of Bridgewater. I found a PDF from 2009 with some information from Bridgewater. It suggests to globally diversify each asset (with the exception of corporate spreads). According to the PDF they suggest Australia, Euro region, Japan, US and UK for nominal bonds, Euro region, UK and US for IL bonds and 12 countries for EM Bonds. It seems to me that they do not hedge the currency risk. This sound like a lot of risk for a private investor to have so few bonds in her own currency. Is this the reason why you suggest bonds in USD only?
LukasB LukasB
would you change anything in strucutre, if you would materialise the portfolio now? Or do you think that also today, a month later, the strucutre is optimal?
Peter Garnry Peter Garnry
@asherah it is always a trade-off between liquidity and diversification. What you lack from only US treasuries in terms of diversification you get when we have tail-risk as US treasuries are the ultimate safe haven.
Peter Garnry Peter Garnry
@LukasB we do not intend to change the allocation at all.
asherah asherah
@Peter: "We are also researching the possibilities to launch a euro version" any news in this regard?
Peter Garnry Peter Garnry
The backtesting is done. Hopefully it will be launched in two weeks.
danalmasan danalmasan
Hello Peter, any news on the Euro version? Cheers,


The Saxo Bank Group entities each provide execution-only service and access to permitting a person to view and/or use content available on or via the website is not intended to and does not change or expand on this. Such access and use are at all times subject to (i) The Terms of Use; (ii) Full Disclaimer; (iii) The Risk Warning; (iv) the Rules of Engagement and (v) Notices applying to and/or its content in addition (where relevant) to the terms governing the use of hyperlinks on the website of a member of the Saxo Bank Group by which access to is gained. Such content is therefore provided as no more than information. In particular no advice is intended to be provided or to be relied on as provided nor endorsed by any Saxo Bank Group entity; nor is it to be construed as solicitation or an incentive provided to subscribe for or sell or purchase any financial instrument. All trading or investments you make must be pursuant to your own unprompted and informed self-directed decision. As such no Saxo Bank Group entity will have or be liable for any losses that you may sustain as a result of any investment decision made in reliance on information which is available on or as a result of the use of the Orders given and trades effected are deemed intended to be given or effected for the account of the customer with the Saxo Bank Group entity operating in the jurisdiction in which the customer resides and/or with whom the customer opened and maintains his/her trading account. When trading through your contracting Saxo Bank Group entity will be the counterparty to any trading entered into by you. does not contain (and should not be construed as containing) financial, investment, tax or trading advice or advice of any sort offered, recommended or endorsed by Saxo Bank Group and should not be construed as a record of ourtrading prices, or as an offer, incentive or solicitation for the subscription, sale or purchase in any financial instrument. To the extent that any content is construed as investment research, you must note and accept that the content was not intended to and has not been prepared in accordance with legal requirements designed to promote the independence of investment research and as such, would be considered as a marketing communication under relevant laws. Please read our disclaimers:
- Notification on Non-Independent Invetment Research
- Full disclaimer

Check your inbox for a mail from us to fully activate your profile. No mail? Have us re-send your verification mail