Sunday, October 31, 2010
Low Volatility Conference
Last Friday I spoke at a Robeco seminar on ‘low volatility’ (note the calm low-vol investor within a panicking buffalo herd). Why did I speak? Well, I have corresponded with Pim van Vliet for a while, as there aren't a lot of us 'low vol' researchers out there, so we tend to appreciate each other's work. He and Arlette van Ditshuizen run some of their low volatility portfolios.
The strategy is based on the well-documented fact that there is no obvious risk premium within equities. This implies that you can generate a dominant Sharpe ratio by simply focusing on only those stocks with low volatility. Reduce volatility by 33% relative to the indices (very doable), and you increase your Sharpe 50%!
Now, a slightly less obvious benefit of the low volatility focus is that the return is higher too, which was most prominently demonstrated in a series of papers by Ang et al in the Journal of Finance. You can download relevant data from my betaarbitrage.com website here, where I have beta portfolios since 1962, and minimum variance portfolios since 1998. Beta, total volatility, idiosyncratic volatility, it doesn’t matter, the highest of that stuff will have a lower return than average. Thus, removing them raises the portfolio return.
My talk focused on the idea that risk and return are not correlated in practice. This was a theme of my book Finding Alpha, and so I went over my empirical proof, which is to present the large scope of data that contradict a positive risk-return relationship, about 20 different asset classes. If risk and return are empirically uncorrelated, low volatility investing is a rather straightforward normative implication of what a rational investor should do, so clearly my invite served to help their argument and I was only too happy to shill for the truth.
The ultimate test of an economic theory is its out of sample performance, and this is perhaps mostit is most successful. I documented it in my 1994 dissertation, using data from 1926-1992 (you merely had to control for price or size, and it shows up). I then set up a C-corp that invested successfully on this principle from 1996-2001. I then worked at a hedge fund, and while I can’t say what or how I did, my old employer Telluride legally tried to prevent me from using ‘volatility’ ever again, because they thought it was valuable (and, creatively, their 'property’). So, I’ll just let my rational reader infer what I did and how well it worked for that period. Now, Robeco has shown it has worked from 2007-present, as the Robeco European Conservative Equity fund recently garnered the coveted ‘5 star’ Morningstar rating. That collection of real-time success is more compelling than any GMM test, because it is too easy to fit a specific historical sample using specific conception of volatility or really anything.
Vanguard became very powerful because they were the first big institution to really believe in the value of index funds relative to active managers. A key was, John Bogle , the CEO, really believed it, having written a senior thesis at Princeton on the subject decades earlier. Robeco has several researchers who all believe in the dominance of low volatility investing, and being right on a basic principle like this makes it a lot easier to be tactically proficient. I hope they can keep the imitators at bay, because I've sent innumerable letters and made presentations to funds that have all been veriy dismissive of this volatility finding. Thus, I would prefer they pay for their late-coming to he facts, because their crowd has been singularly unhelpful to those of us trying to sell the world, in academia or in the private sector, on this idea.
Given your average manager lags the indices by 1-2%, and has higher volatility than the indices, index investing does not offer wildly better performance than active investing, but it is clearly better. The case for low volatility portfolios is even more compelling in a Sharpe ratio sense, because there you increase returns by 1-4%, and lower volatility by 30%. One fund manager at the seminar discussed how they were now allocating 30% of their portfolio to low volatility investing. I suspect more and more institutions will find this a good idea, and it’s going to be a big trend.
Friday, October 29, 2010
The Advisor Weblog
The Advisor Weblog |
Posted: 29 Oct 2010 04:49 AM PDT Much has been said and priced-in in markets these last two months, regarding FED and QE. With the FOMC meeting schedule for next Wednesday, markets expectations had rose and fall over the past weeks, leaving a choppy yet volatile board to deal with. Trying to forecast what will finally happen, and how market will react seems a bit bold right now, but in general, market will probably favor greenback if the amount set for bond buying is @ $ 100bl per month over the next 6 months. As market has been pricing in a much bigger number since early September, lower needs or rescue should be understood as dollar positive; today GDP data will be key, as a better than expected number could trigger the assumption on better economic conditions and less QE. In that case, European and commodity currencies will be the first to fall. On contrary, if we are talking of much more than those $ 100bl and for a larger period, dollar will likely resume its bearish trend. Whatever they do, market reaction will be strong enough to probably set the trend that will rule the market till year end. Later, on Friday, US’s Payroll will just confirm it. Anyway! seems a bit to early to talk about that, just keep it in mind before jumping into long term decisions today.
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Best pair to trade now: USD/CHF Posted: 29 Oct 2010 03:51 AM PDT Here is my first choice for today: http://www.fxstreet.com/technical/forex-strategy/the-best-pair-to-trade-now/2010-10-29.html |
Posted: 29 Oct 2010 02:46 AM PDT |
Posted: 29 Oct 2010 02:41 AM PDT Hi everyone and welcome back! Majors where unable to hold gains as stocks market slumped in Asian session, dragging both dollar and Japanese yen higher across the board, ahead of US quarterly GDP release. There are so many risk factors in the upcoming days, that seems hard to favor a trend today, but is also Friday, and the last trading day of the month and profit taking is also weighting on greenbacks’ favor. Anyway, I do rather trade short term today, and keep my trades closed over the weekend. Still I do believe that bearish trend in CHF and AUD just just started; and that USD/JPY will fell below that 79.75 to who knows where: there is still no bottom at sight. With Euro and Pound, things are quite different; market players are not yet sure what to do. Ranges over the past two weeks are telling us so, yet hopefully, next week events will set the trend for the rest of the year. Anyway! let’s start with the day; here s the link for today’s calendar: http://www.fxstreet.com/fundamental/economic-calendar/ Have a great day! |
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Crony Capitalism in America
Yet, I still find it highly disingenuous, hypocritical, and unhelpful to the general commonweal. Fine. They are still pandering pond scum. Not that nationalizing large private companies is better: I'd rather have a scheming FedEx lobbyist than a scheming US Postal Service exec driving policy. Our political process creates too much power in Washington, and everyone who focuses there is either is a sell-out or an empty suit. That this must be so given our political system, which has arisen somewhat endogenously and seems no more corrupt than other systems, is not a reason to like it. "Is" constrains "ought", it does not define it.
So, a reason to hate Vanguard, where a 'vanguard blogger' was defending the stimulus, and found to be a heavy Democratic supporter. That isn't the worst of it:
Vanguard PAC contributions I reviewed is how clear it is that the PAC money (unlike Mr. Utkus's) is not ideological, it's transactional. For example, the PAC gave $30,000 in this cycle to the Democratic Congressional Campaign Committee and $30,000 to the Democratic Senatorial Campaign Committee — and it also gave $30,000 this cycle to the National Republican Congressional Committee and the National Republican Senatorial Committee.
Thursday, October 28, 2010
The Advisor Weblog
The Advisor Weblog |
- Hourly perspective for US session
- Unemployment claims
- Best pair to trade now: GBP/USD
- Majors’ sentiment for today
- Starting the day
Hourly perspective for US session Posted: 28 Oct 2010 06:37 AM PDT Here is the hourly perspective updated for the US session: |
Posted: 28 Oct 2010 05:35 AM PDT |
Best pair to trade now: GBP/USD Posted: 28 Oct 2010 04:35 AM PDT Here is my first choice for today: http://www.fxstreet.com/technical/forex-strategy/the-best-pair-to-trade-now/2010-10-28.html |
Posted: 28 Oct 2010 04:32 AM PDT |
Posted: 28 Oct 2010 04:28 AM PDT Hi everyone and welcome back! Another day in forex paradise starts with majors higher against greenback, with mixed gains: Pound, Euro and Cad erase or nearly do, yesterday’s loses, while some gains such as Swissy or Aussie ones seem more limited, as gold remains weak below $1330. I do believe that ahead of the last day of the month, and the key events we are about to see next week, including FED monetary policy decision, we are going to see much of this position adjustments these last two days of the week. Stocks are flat, gold is slightly up, and oil slightly down today, suggesting we could see some range and slowmo movements today, as there is only one more fundamental report that could move market in the upcoming hours: US weekly unemployment claims, not a big trigger you know. I’m still surprise with Pound recovery, I was quite bearish in the currency, yet now, seem ready to break higher, heading towards 1.5960 price zone. EUR/USD, will find strong resistance around 1.3890 if reached, and I won’t be surprise if sellers appear there. Still see the USD/CHF heading higher, and I would love to see a weekly close above 0.9920 area, to confirm a mid term continuation bullish run. Anyway! here is the link for today’s calendar: http://www.fxstreet.com/fundamental/economic-calendar/ Have a great day! |
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Where the Risk Premium Thinking Leads You
As they say, somethings are so silly on the highly educated can believe them. John Campbell, an archetype of conventional financial academic thinking, has an interesting yet absurd piece on why the low yields of US treasuries makes sense. He starts off with the standard view, that yields of government bonds are due to three things
- expected real interest rates
- expected inflation
- risk premium
As current interest rates are around 2.5%, and current inflation expectations are around 3%, even with a slight convexity adjustment there's a negative real expected return here. To guys like Campbell, that means, bonds are some kind of insurance, because the only reason investors would accept this is if they pay off in a very bad state of nature, just as you pay for car insurance. Specifically, everyone is suposedly afraid of a recession that would also bring with it deflation.
While the CAPM betas of bonds have historically been positive, they have been negative lately. If you believed in the CAPM, that would mean the expected negative return makes sense, it is a negative 'risk premium'. Of course, the positive beta previously did not explain why bonds cratered from 1960 to 1980, and the CAPM does not work at all within equities, the arena it was designed for. It also does not work in corporate bonds, REITs, options, etc. But looked at in isolation it is a plausible explanation, and hope springs eternal.
I think a better explanation of the current interest rates is that the Federal Reserve has been buying hundreds of billions of dollars in US Treasuries. Considering, they have an infinite supply of capital to do this (they create the money when they write the check), the market is not going to offset this via expectations of future inflation. So, the expectations are there, but US Treasuries are a rigged market, with one huge buyer debasing the world's most powerful currency because it's in the standard Keynesian manual for how to treat excess unemployment when inflation is currently low. Once the evidence of this short-sighted policy becomes clear, the inflation toothpaste will be out of the tube, and on to the next bubble-crash.
That is, the expected return on bonds is negative, because bonds are in a Fed-supported bubble. Just look at gold to see what an inflation sensitive market looks like without Fed shenanigans. US Treasuries are not insurance any more than tech stocks were insurance in 1999.
Wednesday, October 27, 2010
The Advisor Weblog
The Advisor Weblog |
- Indian Ruppe
- Hourly perspective for US session
- Majors’ sentiment for today
- Best pair to trade now: USD/CHF
- Starting the day
Posted: 27 Oct 2010 01:55 PM PDT Euro continued this Wednesday giving ground against all rivals, having fell to a fresh weekly low against Indian Rupee, around 60.89; barely above that level and hovering around 61.00, pair holds a bearish tone both in daily and 4 hours charts, suggesting further falls are yet to be seen. Daily chart is showing current candle opened and closing quite away from a 20 SMA that loses strength, while in 4 hours, indicators are giving signs of exhaustion; pair will probably consolidate or either trigger a short lived bullish corrective movement, before resuming its bearish tone, with immediate resistances at 61.35, 61.60 and the 62.00 price zone; daily chart also shows a double roof at the 62.35 area, which neckline lies around 60.50. Lose of this last, better if confirmed with a pullback, could trigger a @240 pips bearish continuation rally to accomplish the figure target. Supports for current session lie at mentioned daily low, 60.89, the neckline around 60.50, and 60.00 strong psychological level. |
Hourly perspective for US session Posted: 27 Oct 2010 06:53 AM PDT Here is the hourly perspective for the US session: |
Posted: 27 Oct 2010 04:48 AM PDT |
Best pair to trade now: USD/CHF Posted: 27 Oct 2010 04:38 AM PDT The bullish trend is much more clear in this one, than any bearish attempt in Euro, so this is my first choice for today: http://www.fxstreet.com/technical/forex-strategy/the-best-pair-to-trade-now/2010-10-27.html |
Posted: 27 Oct 2010 04:36 AM PDT Hi everyone and welcome back! Slowly but steadily, dollar continues gaining ground against most rivals; funny, Pound that has been among the weakest, is the only holding some tone against dollar after yesterday’s positive data in the UK. EUR/USD is below 1.3800,eith an intraday low near 1.3768; break below 1.3760 should trigger further selling, while AUD/USD again testing dangerously 0.9660 price zone. I will keep my attention focus again in those and CHF. Gold is back testinG $ 1330/oz, another level that will be key, for further dollar gains against mentioned currencies. Anyway! here is the link for today’s calendat, while I start with some technicals right away: http://www.fxstreet.com/fundamental/economic-calendar/ Have a great day! |
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