Author: shyam

INDA vs. SPY Observed Volatility

The iShares MSCI India ETF (INDA) tracks the MSCI India Total Return Index, representing about 85% of the Indian stock market. As a follow up to our earlier post on the historical volatility of the NIFTY historical NIFTY volatility, we thought we’ll compare the volatilities of INDA and SPY, the S&P 500 ETF.

10-day volatility:
INDA.SPY.volatility.density.10

50-day volatility:
INDA.SPY.volatility.density.50

As expected, a dollar denominated emerging market ETF is more volatile than the S&P. File this away in your brain attic.

NIFTY Volatility, Historical Perspective

Was 2014 an anomaly?

Here’s a density plot of NIFTY volatility across 10-, 20-, 30-, and 50-day periods:

NIFTY.volatility.density.2014

And here’s how it was in 2004 (10-years ago):

NIFTY.volatility.density.2004

For those of who argue that the introduction of the pre-open auction call in 2010Gaps and the Pre-Open Call Auction skews these results, here’s how 2011 looked like:

NIFTY.volatility.density.2011

The unprecedented absence of a second “hump” in the volatility density plot for 2014 should give pause to investors looking for a repeat of 2014 anytime soon.

Reversion to higher volatility?

If you look at the 50-day volatility over different time-periods, you can observe how volatile volatility is:

NIFTY.volatility.density.50

This year’s observed volatility is closer to last-year’s than to its long-term mean. Here’s how 2015 has panned out so far:

NIFTY.volatility.density.2015

We should expect higher volatility as the initial bull-run wears off and volatility reverts. This will have a ripple effect on pretty much every investment/trading strategy.

Appendix

Year-wise NIFTY volatility density plots (pdf)

Will Your Strategy Outperform?

Came across an interesting paper: Will My Risk Parity Strategy Outperform? Robert M. Anderson, Stephen W. Bianchi, CFA, and Lisa R. Goldberg. Even though they discuss risk parity, they make some pretty interesting points that relate to all investment strategies.

Today’s alpha is tomorrow’s beta

… the introduction of new securities can have an indirect effect; a strategy that was seemingly profitable in the past might have been less profitable if the new securities had been available and thus made the strategy accessible to a broader class of investors.

Before index ETFs, there was no cost-effective way of replicating an index. For example, NIFTYBEES was listed in 2002 and came with an expense ratio of 0.80% while retail brokerage charges were in the 0.5-1.0% range. Replicating the NIFTY index before NIFTYBEES came around was expensive. So any backtest before 2002 that that tries to argue the benefits of buying-and-holding an index ETF is likely bogus. Similarly, today’s active management strategies available to a select few hedge-fund investors are tomorrow’s “smart beta” ETFs that will be available to anybody with a demat account.

Leverage is an external source of risk

The notion that levering a low-risk portfolio might be worthwhile dates back to Black, Jensen, and Scholes (1972), who provided empirical evidence that the risk-adjusted returns of low-beta equities are higher than the CAPM would predict.

There are periods when banks pull their lines of credit based on macro factors that has nothing to do with your strategy. For example, during the 2008 financial crisis, your bank/broker would have pulled your credit lines forcing you to sell near the bottom and preventing you from buying the bounce. Any strategy that uses leverage – risk-parity, for example – should factor this risk.

Performance depends materially on the backtesting period

Even if we were reasonably confident that one strategy achieved higher expected returns than another without incurring extra risk, it would be entirely possible for the weaker strategy to outperform over periods of several decades, certainly beyond the investment horizon of most individuals…

Besides, most strategies have a rebalancing frequency – once a month, once a year, and so on. The specific day you choose to rebalance can have a material impact on your strategy. For example, rebalancing during options expiry, corporate events, etc… can meaningfully skew your risk/returns.

Borrowing and trading costs can negate outperformance

Value-weighted strategies require rebalancing only in response to a limited set of events. The risk parity and 60/40 strategies require additional rebalancing in response to price changes and thus have higher turnover rates. Leverage exacerbates turnover.

There is huge execution risk involved in strategies that requires shorting of shares. Given the regulations surrounding SLBS – lending/borrowing allowed only on those securities that are listed in F&O and that too only in increments of lot-sizes – the friction involved in shorting stocks are prohibitive.

Execution drift

There is likely going to be a big difference between model execution prices and actual execution prices. For example, when we rebalance our Themes, we use the latest available price in our database. These prices themselves could be stale by over 10 minutes. These changes then have to percolate down to investors who execute them in the market. From start to finish, there could be a price gap of over 20 minutes – a significant source of drift between the ideal P&L and actual P&L.

Conclusion

Investors should have a deployment checklist for their strategies that addresses the issues raised above. What we have found is that most strategies that look good on a simple backtest don’t look that great when costs, variable periods, drift and half-lives are factored in.

Monthly Recap: Good Investing Hurts

world.2015-08-31.2015-09-30

Equities

Major
DAX(DEU) -5.84%
CAC(FRA) -4.25%
UKX(GBR) -2.98%
NKY(JPN) -5.88%
SPX(USA) -2.58%
MINTs
JCI(IDN) -5.43%
INMEX(MEX) -2.18%
NGSEINDX(NGA) +5.16%
XU030(TUR) -1.22%
BRICS
IBOV(BRA) -3.23%
SHCOMP(CHN) -4.78%
NIFTY(IND) +0.24%
INDEXCF(RUS) -5.20%
TOP40(ZAF) +1.20%

Commodities

Energy
Brent Crude Oil -8.90%
Ethanol +4.85%
Natural Gas -5.45%
RBOB Gasoline -15.74%
WTI Crude Oil -5.77%
Heating Oil -7.15%
Metals
Gold 100oz -1.51%
Platinum -9.61%
Copper +2.15%
Silver 5000oz -0.68%
Palladium +8.89%

Currencies

USDEUR:+0.68% USDJPY:-0.80%

MINTs
USDIDR(IDN) +4.31%
USDMXN(MEX) +1.02%
USDNGN(NGA) +0.17%
USDTRY(TUR) +3.91%
BRICS
USDBRL(BRA) +8.66%
USDCNY(CHN) -0.34%
USDINR(IND) -1.38%
USDRUB(RUS) +2.21%
USDZAR(ZAF) +4.24%
Agricultural
Coffee (Arabica) +0.21%
Wheat +6.04%
Coffee (Robusta) -1.52%
Orange Juice -18.53%
Soybean Meal -4.62%
White Sugar +8.38%
Cattle -13.66%
Lumber -3.66%
Soybeans -0.61%
Cocoa +2.59%
Corn +5.98%
Cotton -7.19%
Feeder Cattle -11.86%
Lean Hogs +7.97%
Sugar #11 +20.58%

Credit Indices

Index Change
Markit CDX EM -2.28%
Markit CDX NA HY -2.05%
Markit CDX NA IG +7.87%
Markit iTraxx Asia ex-Japan IG +2.50%
Markit iTraxx Australia +9.68%
Markit iTraxx Europe +13.38%
Markit iTraxx Europe Crossover +66.06%
Markit iTraxx Japan +5.91%
Markit iTraxx SovX Western Europe -2.27%
Markit LCDX (Loan CDS) +0.00%
Markit MCDX (Municipal CDS) +0.97%
A painful month for the markets finally came to an end with a relief rally. Chinese rebalancing away from an investment driven economy to a consumption driven one is forcing a new economic world order. And just when things seemed to be improving in Europe, the Volkswagen scandal hit and dragged everybody down. Investors seem to have quit pretty much every risk-asset…

International ETFs

This gives you an idea of how widespread the carnage was. India was one of the few markets that managed to end September in the green.
global.etf.performance.2015-08-31.2015-09-30

Gold

US rate hike jitters has pushed precious metals down for most of this year. With 2010’s hyper-inflation fears morphing into 2015’s deflation, gold has seen a massive sell-off…
gold futures usd september

Oil

Saudi’s kept the pump running, hoping to drive US shale operators out of business. But slowing global growth and an appreciating US Dollar might have had a bigger impact on oil prices…
oil wti futures usd september

US Dollar

usd september

Nifty Heatmap

CNX NIFTY.2015-08-31.2015-09-30

Index Returns

index.performance.2015-08-31.2015-09-30

Market Cap Decile Performance

Decile Mkt. Cap. Adv/Decl
1 (micro) -1.65% 68/63
2 -0.57% 71/59
3 -1.01% 61/69
4 +0.97% 64/67
5 +0.84% 68/62
6 -2.22% 60/71
7 -1.06% 63/68
8 +1.48% 62/68
9 +0.03% 67/64
10 (mega) -2.04% 64/67
Large caps bore the brunt of the selloff…

Top Winners and Losers

SRTRANSFIN +13.78%
RPOWER +14.67%
RELCAPITAL +19.59%
MOTHERSUMI -24.10%
BHARATFORG -22.29%
BOSCHLTD -16.47%
Auto stocks got shellacked because nobody knows how deep the Volkswagen scandal runs…

ETF Performance

BANKBEES +0.16%
NIFTYBEES -0.82%
GOLDBEES -1.82%
JUNIORBEES -2.38%
CPSEETF -3.21%
PSUBNKBEES -4.22%
INFRABEES -6.32%
Hopefully, the 50bps rate cut will breathe some life into these…

Yield Curve

yieldCurve.2015-08-31.2015-09-30

Bond Indices

Sub Index Change in YTM Total Return(%)
0 5 -0.28 +1.35%
5 10 -0.23 +1.85%
10 15 -0.15 +1.77%
15 20 -0.21 +2.54%
20 30 -0.20 +2.77%
Bonds rallied on the back of rate cuts. Is the bulk of the move done?

Investment Theme Performance

Equity Mutual Funds

Bond Mutual Funds

Foreign Institutional Investments

fii-investments.2014-01-01.2015-09-30

Domestic Institutional Investments

dii-investments.2014-01-01.2015-09-30

Thought to sum up the month

There are four types of investment returns:

  • Consistently bad.
  • Mostly bad and occasionally good.
  • Mostly decent and occasionally good.
  • Consistently good and fraudulent.

Look at the long-term history of great investors, and you’ll find they occupy the third category.

Source: Good Investing Hurts

The Problem with Dynamic P/E Funds

Executive Summary

Dynamic P/E funds use the market Price-to-Equity ratio to decide on allocation. If the P/E ratio is deemed too high, they allocate more to bonds or arbitrage strategies and if the P/E ratio is low, they allocate more towards equities. This logic sounds good on paper. However,

  1. The market always appears expensive around turnarounds – investors miss out on the recovery trade.
  2. The market always appears cheap during downturns – investors end up being long equities when bonds tend to outperform.
  3. It doesn’t protect against volatility as a pure-play bond fund would (bad fit if you are risk-averse.)
  4. It doesn’t give you the returns of a pure-play equity fund (bad fit if you are risk-seeking.)
  5. Since it dampens volatility, it doesn’t make sense to dollar-cost-average (bad fit if your looking for an SIP.)

It is a solution looking for a problem.

Analysis

We thank Franklin Templeton for running the Dynamic PE Ratio Fund Of Funds to perform our analysis. This is probably the only fund where a true apples-to-apples comparison can be made between a pure-play equity fund, a pure-play bond fund and a dynamic PE fund.

The Dynamic PE fund invests x% in the Franklin India Short Term Income Plan and 100-x% in the Franklin India Bluechip Fund based on the P/E ratio. All we have to do is look at how a buy-and-hold strategy of the components compare to the Dynamic PE fund to gauge the effectiveness of the strategy.

Dynamic PE vs. pure-play Equity

Between 2007-01-02 and 2015-09-23, Franklin India Dynamic PE Ratio Fund of Funds-Growth’s IRR was 10.93% vs. Franklin India Bluechip Fund-Growth’s IRR of 11.53%

Franklin India Dynamic PE Ratio Fund of Funds vs. Franklin India Bluechip Fund

drawdowns dyn pe vs. bluechip

Similar returns. Lesser drawdowns. Lump-sum investors will probably be fine with these returns.

Dynamic PE vs. pure-play Bonds

First, let’s compare the Dynamic PE fund to the Short Term Income Plan.

Between 2007-01-02 and 2015-09-23, Dynamic PE Ratio had an IRR of 10.93% vs. Short-Term Income Plan’s IRR of 9.49%

drawdowns dyn pe vs. liquid fund

For investors worried about drawdowns, just investing in the liquid fund would have given similar returns with a lot less risk. A 35% drawdown is a lot for a fund that gives bond-like returns.

A bond fund like the Birla Sun Life Dynamic Bond Fund, for example, had an IRR of 9.65% over the same time period

Conclusion

Using the P/E ratio for asset allocation is a bad idea. Investors would have experienced similar returns but with smaller drawdowns if they had invested in a regular bond fund instead.

Related: Dynamic PE Funds