Using Momentum to Short Butterflies

Turning Momentum’s primary weakness into strength

The biggest problem with any trend-following strategy is sudden reversals in trend. This fits nicely into the biggest problem with selling butterflies – that the underlying stays where it is. One thing that momentum stocks guarantee is that they will move big.

Our earlier attempts at developing a mechanical short-call butterfly strategy for the NIFTY failed because there would be months when the NIFTY would just end flat for expire very close to where it started after bouncing all over the place. Let’s see if using single-stock options overcomes this problem.

A quick back-test

In order to hedge our bets, we consider only the top 3 and the bottom 3 stocks in our momentum universe. And then we apply a liquidity filter to ensure that we can actually carry out the trades. Trades are entered 10 days after expiry and held till expiry. No stop-loss is applied.

Top
top mom butterfly
Bottom
bottom mom butterfly
Combined
total mom butterfly

Conclusion

Using momentum to drive a short-call butterfly strategy holds promise. We have created a Theme for it – Shattered – to help traders access this strategy.

Short Butterflies with a Delayed Fuse

Delayed Entry

In our previous post, we saw how a mechanical expiry-to-expiry short-call NIFTY butterfly with a stop-loss significantly outperformed a non-stop-loss strategy. However, the odds that a stop-loss would be triggered was almost 50%.

In our introductory post on butterflies, we had noted how the strategy P&L gets “pulled” as we get closer to expiry. This implies that during the first half of the trade, the position sits idle. However, the underlying NIFTY index could have already made its move out of the wings and could be on its way back to the center. To avoid this, we can delay entry until, say, 10 days have passed since expiry.

Returns with stop-loss and delayed entry

butterfly.returns.SL.10d.NIFTY

short call nifty butterfly 10day delay
The odds of a stop-loss being hit remained the same. Even though the total return improved, when you look at the yearly rollups, the hit-rates are sub-par.

Conclusion

Although on the face of it, selling butterflies on the NIFTY sounds attractive – NIFTY is a volatile index and a rising NIFTY will make the moves required for a profitable trade lower – a mechanical backtest did not lead to a strategy that could be applied on an on-going basis.

Weekly Recap: The Side-Effect of Socialism

world.2015-07-03.2015-07-10

Equities

Major
DAX(DEU) +2.33%
CAC(FRA) +1.97%
UKX(GBR) +1.33%
NKY(JPN) -3.70%
SPX(USA) -0.01%
MINTs
JCI(IDN) -2.49%
INMEX(MEX) -0.35%
NGSEINDX(NGA) -2.49%
XU030(TUR) +2.04%
BRICS
IBOV(BRA) -0.03%
SHCOMP(CHN) +5.18%
NIFTY(IND) -1.47%
INDEXCF(RUS) -0.47%
TOP40(ZAF) -0.30%

Commodities

Energy
WTI Crude Oil -4.88%
Brent Crude Oil -3.01%
Ethanol +1.60%
Heating Oil -3.34%
Natural Gas +0.11%
RBOB Gasoline +1.27%
Metals
Gold 100oz -0.63%
Palladium -4.98%
Copper -2.67%
Platinum -4.71%
Silver 5000oz +0.00%

Currencies

USDEUR:-0.53% USDJPY:+0.00%

MINTs
USDIDR(IDN) -0.04%
USDMXN(MEX) -0.03%
USDNGN(NGA) -0.75%
USDTRY(TUR) -0.90%
BRICS
USDBRL(BRA) +0.72%
USDCNY(CHN) +0.06%
USDINR(IND) -0.06%
USDRUB(RUS) +0.93%
USDZAR(ZAF) +1.10%
Agricultural
Coffee (Robusta) +0.16%
Soybean Meal +2.27%
Soybeans -0.19%
Sugar #11 +0.98%
Wheat -2.13%
White Sugar +0.59%
Cattle -2.51%
Cocoa +1.16%
Coffee (Arabica) -2.38%
Cotton -2.92%
Feeder Cattle -2.73%
Orange Juice +3.84%
Corn +1.55%
Lean Hogs +0.03%
Lumber +2.32%

Credit Indices

Index Change
Markit CDX EM -0.81%
Markit CDX NA HY -0.81%
Markit CDX NA IG +5.25%
Markit iTraxx Asia ex-Japan IG +11.27%
Markit iTraxx Australia +11.48%
Markit iTraxx Europe +7.27%
Markit iTraxx Europe Crossover +23.03%
Markit iTraxx Japan +7.04%
Markit iTraxx SovX Western Europe +2.68%
Markit LCDX (Loan CDS) +0.02%
Markit MCDX (Municipal CDS) +1.76%
I think the market has had enough of Greece and China. The next few weeks are going to be all about earnings and how badly companies are going to disappoint investors…

Index Returns

For a deeper dive into indices, check out our weekly Index Update.
index.performance.2015-07-03.2015-07-10

Market Cap Decile Performance

Decile Mkt. Cap. Adv/Decl
1 (micro) +7.34% 77/57
2 +6.18% 79/54
3 +7.31% 77/57
4 +5.66% 77/56
5 +4.21% 74/59
6 +2.25% 67/67
7 +1.04% 71/62
8 +1.12% 73/61
9 +0.60% 63/70
10 (mega) -1.05% 76/58
Large caps bled but midcaps seemed to buck the trend…

Top Winners and Losers

UNIONBANK +5.35%
RCOM +5.37%
CROMPGREAV +12.68%
VEDL -14.28%
CAIRN -7.86%
TATAMOTORS -7.21%
Tata Motors got pummelled by China worries.

ETF Performance

INFRABEES +2.48%
PSUBNKBEES +1.78%
JUNIORBEES +0.98%
BANKBEES +0.31%
GOLDBEES +0.13%
NIFTYBEES -0.90%
CPSEETF -1.82%
Who is buying PSU banks?

Yield Curve

yieldCurve.2015-07-03.2015-07-10

Thought for the weekend

The absence of free markets leads to competition for the market, which leads to competition for political office, which leads to the corruption of politics. That’s the basic story of crony capitalism — a side-effect of socialism.

Source: Socialism, Competition and Politicians

Index Update 11.07.2015

MOMENTUM

We run our proprietary momentum scoring algorithm on indices just like we do on stocks. You can use the momentum scores of sub-indices to get a sense for which sectors have the wind on their backs and those that are facing headwinds.

Traders can pick their longs in sectors with high short-term momentum and their shorts in sectors with low momentum. Investors can use the longer lookback scores to position themselves using our re-factored index Themes.

You can see how the momentum algorithm has performed on individual stocks here.

Here are the best and the worst sub-indices:

index momentum best 365 2015-07-10 png

index momentum best 50 2015-07-10 png

index momentum worst 365 2015-07-10 png

index momentum worst 50 2015-07-10 png

Relative Strength Spread

CNX_500 relative-spread-index 50 2015-07-10 png

Refactored Index Performance

50-day performance, from May 04, 2015 through July 10, 2015:

Trend Model Summary

Index Signal % From Peak Day of Peak
CNX AUTO SHORT
9.51
2015-Jan-27
CNX BANK LONG
8.93
2015-Jan-27
CNX COMMODITIES SHORT
28.96
2008-Jan-04
CNX CONSUMPTION LONG
2.44
2015-Apr-13
CNX ENERGY SHORT
27.21
2008-Jan-14
CNX FMCG SHORT
10.80
2015-Feb-25
CNX INFRA LONG
46.72
2008-Jan-09
CNX IT SHORT
88.69
2000-Feb-21
CNX MEDIA LONG
24.79
2008-Jan-04
CNX METAL LONG
60.32
2008-Jan-04
CNX MNC LONG
3.13
2015-Mar-12
CNX NIFTY LONG
7.07
2015-Mar-03
CNX PHARMA LONG
9.35
2015-Apr-08
CNX PSE LONG
25.36
2008-Jan-04
CNX PSU BANK LONG
37.25
2010-Nov-05
CNX REALTY SHORT
90.44
2008-Jan-14
CNX SERVICE LONG
8.97
2015-Mar-03
Finance and FMCG showed an uptick in momentum. However, the word of the week is “listless.” Expect most trend followers to lose discipline right about now…

Correlation Update 11.07.2015

Nifty one year daily return correlations

Nifty one year daily return correlations

Nifty one month daily return correlations

Nifty one month daily return correlations

Bank Nifty one year daily return correlations

Bank Nifty one year daily return correlations

Bank Nifty one month daily return correlations

Bank Nifty one month daily return correlations

Midcap one year daily return correlations

Midcap one year daily return correlations

Midcap one month daily return correlations

Midcap one month daily return correlations

A lot of thick blue squares mean that positive correlations are high. Red squares mean negative correlations are high. Whites are the doldrums.