Here are the starting conditions: On December 31, 1996 SPX stood at 740.74 and the interest rate on the 10-year treasury pegged in at 6.54%. Let's make some gross simplifications and a few assumptions.
Tuesday, February 24, 2009
SPX Dividends and the Lost Decade
Here are the starting conditions: On December 31, 1996 SPX stood at 740.74 and the interest rate on the 10-year treasury pegged in at 6.54%. Let's make some gross simplifications and a few assumptions.
Friday, February 13, 2009
Updated S&P EPS - Throwing in the Refrigerator...
When I wrote the last post on SPX earnings, I only briefly touched on the historical PE and just made some references. Then I looked back at my post archive and realized that some of the data I was pointing to was actually in some work I had done prior to starting this blog. I'm going to correct that here and update it a little bit.
My point in discussing this is that when various bears talk about how the market is overvalued and then they project SPX will be at such-and-such a level based on some multiple, they are suffering from similar biases as bulls. There is no "correct" multiple. Sure, you can hazard a guess based on history but look again at the chart right in the middle of the tech bust - the PE(opEPS) reached the mid-40s! That to me, signals that market players refused to come to terms with the reality of a burst bubble and corporate earnings although eventually they threw in the towel - sort of - and the market reached a bottom. So what you find right now is a debate of sorts. On one side you have bulls performing a sleight of hand claiming the market is cheap because PE(opEPS) is below the average PE(arEPS). And on the other you have bears claiming that the market will have to go down because it should have a PE of 15 and earnings going forward are awful. Granted, I have more sympathy for the bears, but to slap a 15 PE on SPX because that's what you consider a "fair value" is absurd in the face of popular delusion. The evidence that the bottom can form even when stocks are overvalued relative to historical averages is right there. Could multiple contraction occur? Certainly, and if popular trust is crushed by more revelations of criminal and rigged behaviour on the part of market makers, it could happen. (This was a major factor in Japan in their post-bubble era.) This would require a change in American popular sentiment that I suspect is no longer possible.
My (currently under-developed) opinion: In the next few years, the market will return to a situation in which investing is done based much more on dividends than on capital gains.
Always remember: "The market can stay irrational longer than you can remain solvent."
Tuesday, February 3, 2009
S&P - Kitchen Sinks & Miracles
- Operating set for the 6th quarter of negative growth, a new record (5 in Q4,'00-Q4, and Q4, 90-Q4,'91)
- As Reported also set for 6th, but did so during Q1,'51-Q2,'52
- Q4 Financial decline is worse than it appears: Q4,'08 is estimated at $-4.89 and Q4,'07 was $-4.05
- Operating EPS coming in 8% lower than top-down estimate, Staples coming in slightly better than expected, continued large Financial loss
S&P also makes this statement: Expect charges to continue for Q4, as companies clean house for a better 2009. When this line is combined with the numbers in the chart, it can be inferred that S&P is expecting this to be the Kitchen Sink quarter. Just because I'm a somewhat petty person, the charts of operating and as reported EPS that follow include S&P's prior forecasts. Obviously, 6/30 (Q2) and 9/30 (Q3) are concrete at this point and Q4 is 65% reported.
Readers of this blog probably have looked through the historic data and would probably discover that as reported EPS has never been negative. The write-downs expected for this quarter are that severe. Looking at the recovery in Q1/2009, S&P clearly believes that the Q4/2008 is going to be the nadir of EPS.
Considering the track record and the less-than-transparent process of marking assets, it remains to be seen whether this will be true. The operating EPS estimates for Q4/08 went from $24.62 on 9/3/08 to $8.19 on 2/3/09. If the as reported and operating EPS forecasts are compared looking out past this quarter however, there is clearly expectation for some write-downs to continue since the difference between these two values averages well over $5 through 2009. It appears that S&P thinks that these charges will be mostly confined to the financial sector. (I'll probably tackle this a bit more in a follow-up post in the next couple of days.)
Also interesting is the miraculous recovery that S&P anticipates in their opEPS forecast. Considering that operating earnings are supposed to ignore charge-offs and other incidentals, the leap from $8.19 to $14.64 would be an unprecedented percentage gain in opEPS for a single quarter. (As reported EPS has managed larger percentage gains, presumably because of the calculation.) However, the S&P Q4/09 estimate has EPS running below my guesstimate of growth from an earlier post on the topic. In that post, I estimated an EPS growth rate of 4% and extrapolated from Q3 information. Clearly the estimate for Q4/08 was horrendously inaccurate but the difference between this guess based on history and current S&P estimates for Q4/09 is $1 or a bit over 5% off. See the chart on the left, which also helps provide some context.
So how does this affect the valuation assessment of SPX? What version of EPS do you want to utilize? Bulls will seize on the PE based on opEPS which at today's close on a ttm basis is 14.68, assuming that the EPS value from S&P turns out to be accurate. However, on an as reported EPS basis, the PE is 28.74. This latter value is actually what S&P will report for PE on its own website. For historical reference, I would refer back to my earlier post on PE values. For the lazy, historic average as reported PE has been a bit over 16.5. So it's still not "cheap", unless you're a blinkered bull that wants to muddle the discussion by ignoring the differing EPS values used to assess PE. If you are one of those... I doubt you would be reading this, honestly. On a forward PE basis, things are equally divergent with the opEPS estimates coming up with 12.17 and arEPS calculating to 20.02. I've stated in an earlier post that Cliff Asness has estimated forward PE values based on operating earnings to historically have averaged around 11. Again, not cheap. When the historical average for PE(ttm,arEPS) is matched with anticipated arEPS for 2009, a level of 691 is calculated for the end of 2009. If you are feeling more bullish (or less morbid), the average PE (ttm) based on opEPS from 1988 to the present has been about 19 (charitably including the dot-com bubble period) and thus produces a SPX level of 1330.76 for the year's end. I'll pause here for laughter.
Bottom line, any significant rally of SPX from here will further shift valuation out of line with forecast and historical norms. (Excepting the "norms" of the aforementioned insane bulls.) That being said, in my opinion, this market has become more or less untethered to objective reality and now is like a balloon subjected to the gusts of panic and euphoria brought on by reactions to the latest macro data point, Bad Bank, or pundit dribble.
Sunday, January 25, 2009
Revisiting Old Charts
Thursday, January 22, 2009
Levered ETFs and Real-World Volatility
There are lots of levered ETFs out there but they all function in more or less the same way - they try to provide +/-2x the percentage daily move of whatever its benchmark index is. Just to take one example, this is from the ProShares prospectus (page 9):
Ultra ProShares are designed to correspond to a multiple of the daily performance of an underlying index. Short ProShares are designed to correspond to the inverse of the daily performance or twice (200%) the inverse of the daily performance of an underlying index.
The Funds do not seek to achieve their stated investment objective over a period of time greater than one day.
(emphasis mine)
These are very important caveats to bear in mind and they are in the prospectus to protect ProShares from real-world behaviour vs. uninformed investor expectations. So how can these ETFs be used effectively, given their path dependence? The post on DXO/DTO already showed that there are occasions when the ultra or levered ETFs perform outstandingly well - basically when the underlying benchmark moves in a straight line with little deviation. So what of the flip-side? I skirted this issue with an earlier post called "The Chop!" where it was noted that SPX had been exceedingly volatile on an intraday basis for the previous couple of months. I'll try to give a look at both possibilities.
Moving ahead from this point seemed acceptable and so I decided to model the returns (before expenses) according to the daily goals outlined in the prospectus of 1x, +2x and -2x funds in this environment. I ran this 200 times with some interesting results.
So that's the examination of a relatively choppy market. What about the performance under circumstances like the summer to fall period in crude oil?
You'll have to just grant me the same assumptions as the charts illustrated above because I don't want to further clutter up the space. Briefly, the sets generated are even more similar statistically than in the first case. If you would like to see the numbers from above let me know but I'll summarize with this: the data in question is USO from June 16 until December 24 or 135 sessions. The average intraday change was -0.64% with a std. dev. of 2.65. This is a couple of weeks before the peak, and seems a little more realistic in terms of market timing in that allows some wiggle room for being off.
So what can be drawn from this overly-long post? First, it should be remembered that this simulating is totally ideal - no expense ratio (generally >0.8%) and no slippage/remainder that seems to occur in terms of performance vs. stated goal on a daily basis. My hunch is that on significant volume/volatile days the NAV of these ETFs gets away from share price due to in/out-flows and eventually must be reconciled. But in terms of applicable trading, I suppose if you believe the benchmark that you are targeting is going to enter a period of strong directional movement without much volatility, then a levered ETF might be a decent wager. But beware the chop and churn that, combined with expenses and remainders, can systematically erode returns.
Sunday, January 11, 2009
SPX Dividends, EPS, & Yield
First, why haven't dividends fallen further when both operating (oEPS) and as reported (arEPS) earnings have declined significantly? And second, how far could they fall in the quarters ahead?
The data for this analysis comes from both Shiller and S&P. Shiller's historic data uses "as reported" earnings and S&P provides the operating earnings going back to 1988. When the chart is examined the steady and basically regular growth of dividends from 1962 through about 2000 is fairly remarkable. Then, things start to get a little hairy before resuming a rapid rise to a peak in Q4/07.
So what about the periods of earnings declines and their impacts on dividends?
There are several periods of considerable as reported earnings drops: most are obvious from the chart but also 2H/74 to Q1/75, Q4/81 to Q1/83. Looking at peaks in arEPS during these times, the average fall was about -45%. Interestingly, during these periods dividends were on average flat though this owes to the 1989 period when dividends somehow grew by 14.4%.
That being said, SPX dividends actually peaked in Q4/07 at 7.62, one quarter after earnings had peaked before beginning their current slide. Adding to this odd behavior is that dividends went up from Q3 to Q4 by 10.4% even as oEPS fell by -27% and arEPS slid -48%. Huh. Color me confused. At any rate, dividends are now off a bit over -6% from that peak. So how does this rate from a historical perspective in terms of yield?
Thus far the context has been filled in, more or less. Considering how wildly off the estimates for S&P EPS have been in the past quarters, the notion that they now have a firm grip on EPS going forward is umm... naive. Maybe wishful thinking, whatever. Let's assume though that EPS stabilizes at this current level which is approximately in the area of mid-2004 and perhaps increases at a modest rate similar to what I posited back in an earlier post. The 4.1% growth in oEPS would bring this metric up to roughly December 2005 levels by Q4/2009. Dividends at that time were about -15% lower than the current quarter. So if EPS grows at that slower rate, how much cash is available from the balance sheets of the S&P 500 to fund dividends? My guess is not nearly as much as there was before this whole debacle really got started. (I really need to go through the Fed's Flow of Funds report more closely to see if I can find some more data.)
Take what you will from this pile of information. I would not bank on the current level of dividends being sustainable through 2009 without some serious uptick in EPS which I honestly don't expect. Unless I have severely underestimated the stomach of corporations to seriously weaken their balance sheets in a vain attempt to boost share prices, it just doesn't seem possible. What SPX does between 12/31/2009 and today is anyone's guess, but I am expecting to hear about further dividend slashes coming up that will push SPX yield down in the next quarters.
Here's one other of my 2 cent ideas: When you look back at Shiller's entire data set, it looks like there was actually a time when people invested in the S&P for the yield paid rather than sheer capital gains alone. Might the market emerge on the back of that same model? It could make some sense and provide some level of confidence back to the market players.
Tuesday, January 6, 2009
SPX Bottom Finder
The idea was to create a measure to identify when turning point potential was high. This measure is in the red line. When it is above 0, the risk for a bearish reversal is higher and when it is below the potential for a turnaround to the upside is good. Unfortunately, the meter doesn't seem to provide very good timing on the market tops. However, I did like the bottom indicators. The yellow line is the average reading and the blue arrows in the chart mark out SPX bottoms. (I'll admit there was no particular numerical threshold for selection and it was done on just visual assesment - which I normally dislike.) At any rate, the blue arrows and lines line up pretty well with the lower risk for going long in the red-line meter. I haven't done the returns yet (perhaps a follow-up post this week) but I would be fairly confident in adding this measure to help with confirmation of a bottom. The nice thing about it is that several of the downward moves are very dramatic, which would allow for a quick decision.
Something that troubles me a bit is the current reading. I stated earlier that this meter isn't all that great at timing tops and bear reversals on SPX so it does not make me all that nervous. There is also some residual of the dramatic fall in the last quarter that I believe the indicator is working off, which is resulting in the very high risk reading for a drop.
I'll try to update this from time-to-time as I go along posting and see how it (and myself) performed.
Monday, December 22, 2008
SPX and P/E
For this, I downloaded Robert Shiller's monthly S&P data set (see sources at bottom) that goes back to the dark ages of the market. But since I just couldn't see how the S&P's valuation in the 19th century was relevant, I decided to restrict the set to 1950 until the present time. There are some caveats with the set that he explains and you should read but that I will omit here. Shiller's data set uses the "as reported" earnings as opposed to "operating" earnings. The former includes all the write-downs, write-offs, one-time expenses, etc. whereas the latter omits all of these things and is typically the number that you will read has been forecasted by analysts. Here is the chart of P/E & SPX. SPX on this chart is on a log scale to allow the movements in the 50s to be seen.
The next step was attempting to derive something useful out of this historic information. If you have had the displeasure of viewing any financial TV since the market began crashing in earnest, you've likely heard that this is a "great time to buy stocks because they are undervalued historically," or something of that nature. What seemed like the best thing to do with this data set was to bin the monthly PE values against 1 year SPX % returns and compare the data sets to see if there are any statistical differences.
In the chart, you'll see some circles that overlap and some that don't. The degree of overlap indicates how distinct these sets are. Similarly, the positive values in the comparison's table (just below the mean chart) show which groups are (and are not) connected. The deviations within each group are rather large, however the bins (>+2 std. devs, +1 to +2 std. devs, -1 to +1 std. devs and <-1 std. devs) are - at least on the extremes - relatively distinct. The +1 to +2 std. dev and -1 to +1 std. dev groups are not distinct and the very small circle is the representation of the former category. The summary for average 1 year SPX percent returns: <-1 = 13.91% -1 to +1= 8.42% +1 to +2 = 6.41% >+2 = -2.14%
Entire data set: 8.66%
So... where is the PE of SPX currently? Well, if you believe the S&P EPS estimates for Q4, the trailing 12 month PE should be a bit over 18. Not exactly in the "cheap" range to say the least but not as wildly overvalued as it had been in the 2nd and parts of the 3rd quarter. Most optimistically, I'd say SPX is averagely valued and an average return could be expected rather than a sharp rebound.
One other topic that I've not heard addressed in a very satisfying way: multiple contraction and multiple expectations if appetite for securities disappears or diminishes in the retail arena. After all, a lot of people would have been served quite well by simply putting their 401k contributions into US treasuries for the last 10 years. (Yes, I'm aware this is simplistic and overlooks dividends. Maybe I'll look at that in the future.)
Sources:
http://www.irrationalexuberance.com/ (download ie_data.xls)
S&P 500 EPS estimates (see link on right)
Monday, December 8, 2008
The Chop!
The last peak was in October 2002 just a bit above 3% and the period around the 1987 crash was 3.50%, though that latter reading is skewed considerably by a 3 day run of 20.47%, 12.96% and 9.5%. Excluding these three sessions and the volatility in the days before and after is essentially unremarkable. Here’s a plot of the 50 day average of SPX intraday range as percent of day open:
The VIX is essentially a summation of the call/put average option prices (weighted for strike and time) on the SPX that is limited by two consecutive strike prices with zero bids. (For example: with SPX at 900, there might be no bids at 840 or 850 for puts and so 860 would mark the lowest term limit included in the VIX calculation. The call side works conversely.) The practical consequences of a calculation like this should be immediately obvious. When the SPX covers an intraday range of 6% as in the past couple of months, the number of strikes that will attract bids grows considerably and thus the terms summed in the equation grows. There have been numerous articles written and observations made about mean-reversion in the VIX. While the observation is more or less correct, in theory at least, the VIX has no upper limit.
So that’s all the VIX is – a weighted summation of a varying number terms based on the prices derivatives traders are willing to pay for contracts. This is only predictive if you believe that derivatives participants tend to be overly complacent during good times and too willing to pay too much for a hedge during bad times. But that assertion deserves a closer look so the next chart will show the VIX and SPX closes since the creation of the VIX. (It is worth noting here that the calculation of the VIX has changed in that time – the CBOE white paper details the date and nature of the changes.)
For me, a simple way to check whether or not one series is more predictive or reflective is simply to offset the data sets by varying periods and check the correlations against the original set. The inclusion of a chart for visual reference also helps
Bottom line, using the VIX as a predictive tool on its own is of dubious merits and could lead to far worse. There are perhaps some possibilities in using some TA on the VIX to produce more reliable signals but the VIX on its own... you'd do as well flipping a coin.
Sources:
http://www.cboe.com/micro/vix/vixwhite.pdf
Notes:
- Data used is current up to December 5th.
Sunday, December 7, 2008
Sector Rotation?
“The market doesn’t build rallies on toilet paper.”Sure, the more jaded and cynical will make funny comments about the Fed monetizing the ever-expanding deficit in the future. And the very darkest souls might even make references to burning money to stay warm a la Weimar days. But I still think that statement stands on merits – consumer staples is the sector that money gets parked in when it has no better places to go. And when consumer staples, healthcare and utilities are the best performing sectors, the broad market isn’t really going to go anywhere in an economy that is still 70% dependent on consumer spending.
Here’s a chart from Yahoo! showing the various sector SPDR ETF relative performances over the past year-to-date:
Wednesday, December 3, 2008
S&P... emphasis on the Poor's
I don’t download the SP500EPSEST.xls file every day but probably every couple of weeks, I check it out to see what’s changed. Unfortunately, I haven’t been able to find any source of data that watches the forecast changes from S&P over time. (If anyone knows of one, please let me know.) Every time I’ve opened the file, the revision to Q4 earnings has been negative.
But it helps to contextualize these revisions. So, the next two charts that illustrate this well. The first shows operating EPS (operating omits write-offs/downs) on a linear scale from 1988 to Q4/2009. The second is the same chart but with a log scale for the EPS side only. The pink line uses the actual operating EPS data. (SPX data was only included up to the end of the actual EPS data series and so stops on 9/30/08.)
Going back to the linear scaled chart, the period marked out from points 1 to 2 (Q2/92-Q2/98) had an average quarter-to-quarter percentage
Making a somewhat optimistic assumption of quarterly EPS growth being an average of the 1-2 and 3-4 periods (4.08%) reduces the forecast considerably.
The forward PE for S&P's forecast at 850 is 10.51. For the reduced forecast it is 11.73. AQR's Cliff Asness has estimated forward PEs have historically been around 11. Considering the optimism of S&P's estimates and how much they've been revised downward, assigning a fair value to SPX at this point would be tricky at best. I'll revisit this in the future with respect to historic yields and PEs a bit more.
Sources:
http://www2.standardandpoors.com/spf/xls/index/SP500EPSEST.XLS
http://www.hussmanfunds.com/wmc/wmc070402.htm