Category: Your Money

Weekly Recap: Judgement Risk

Equities

world equity markets 2014-05-02.2014-05-09

The Nifty rocketed up almost 3% on Friday, ending the week +2.45% (+2.74% in USD terms.)

Major
DAX(DEU) +0.27%
CAC(FRA) +0.43%
UKX(GBR) -0.12%
NKY(JPN) -1.78%
SPX(USA) -0.06%
MINTs
JCI(IDN) +1.23%
INMEX(MEX) +1.88%
NGSEINDX(NGA) -0.05%
XU030(TUR) +0.41%
BRICS
IBOV(BRA) +0.29%
SHCOMP(CHN) -0.75%
NIFTY(IND) +2.45%
INDEXCF(RUS) +5.10%
TOP40(ZAF) -0.62%

Commodities

Energy
Brent Crude Oil -0.68%
Ethanol +0.47%
Heating Oil -0.50%
Natural Gas -3.14%
RBOB Gasoline -1.66%
WTI Crude Oil +0.27%
Metals
Copper +0.65%
Gold 100oz -1.05%
Palladium -1.39%
Platinum -0.52%
Silver 5000oz -2.55%

Currencies

USDEUR:+0.86% USDJPY:-0.34%

MINTs
USDIDR(IDN) +0.06%
USDMXN(MEX) -0.49%
USDNGN(NGA) +0.84%
USDTRY(TUR) -1.29%
BRICS
USDBRL(BRA) -0.39%
USDCNY(CHN) -0.51%
USDINR(IND) -0.23%
USDRUB(RUS) -1.70%
USDZAR(ZAF) -1.27%
Agricultural
Cattle +0.36%
Cocoa -1.99%
Coffee (Arabica) -8.94%
Coffee (Robusta) -3.15%
Corn +2.18%
Cotton -1.51%
Feeder Cattle +0.72%
Lean Hogs -2.14%
Lumber -1.51%
Orange Juice +3.03%
Soybean Meal +1.08%
Soybeans +1.37%
Sugar #11 -1.38%
Wheat +1.20%
White Sugar -0.28%

Nifty Heatmap

CNX NIFTY 2014-05-02.2014-05-09

Index Returns

index performance 2014-05-02.2014-05-09

Top winners and losers

ICICIBANK +10.08%
ADANIPORTS +10.14%
HINDPETRO +10.15%
GLENMARK -8.02%
GODREJCP -6.41%
UNIONBANK -5.16%
Is Adani Ports finally catching up with Adani Enterprises in the Modi hopium rally?

ETFs

INFRABEES +9.12%
BANKBEES +6.90%
PSUBNKBEES +6.35%
NIFTYBEES +3.33%
JUNIORBEES +1.58%
Banks are back! Infra is back! Modi will solve everything!

Investment Theme Performance

High beta and mid-cap value outperformed this week. IT was sh*t out of luck.

Sector performance

sector performance 2014-05-02.2014-05-09

Yield Curve

yield Curve 2014-05-02.2014-05-09

Thought for the weekend

Grove, Zald, Lebow, Snitz and Nelson (2000), Clinical Versus Mechanical Prediction: A Meta-Analysis, University of Minnesota, Twin Cities Campus (pdf):

The process of making judgments and decisions requires a method for combining data. On average, mechanical-prediction techniques were about 10% more accurate than clinical predictions. Depending on the specific analysis, mechanical prediction substantially outperformed clinical prediction in 33%-47% of studies examined. Superiority for mechanical-prediction techniques was consistent, regardless of the judgment task, type of judges, judges’ amounts of experience, or the types of data being combined. These data indicate that mechanical predictions of human behaviors are equal or superior to clinical prediction methods for a wide range of circumstances.

Basically: Models beat experts.

The Disruptor’s Dilemma

On our shark-fin posts earlier (here, here), we saw how even the most entrenched industries are getting disrupted as the cost of innovation plummets. But that is not to say disruption is easy. Incumbents have a number of levers to pull before they fade away. The biggest lever of them all is regulation.

Tesla Motors

Tesla wanted to sell its cars directly to consumers. But this threatens the business model of car dealerships. So New Jersey’s franchise auto dealers association successfully got the state to make a ruling that prohibited Tesla from selling its luxury electric vehicles directly to consumers.

And its not just in New Jersey. Auto dealers around the US have been lobbying their state governments to force Tesla to change its ways. Dealers like the existing system, and they don’t want other automakers to get any ideas.

So while Tesla can cry itself hoarse as to how a direct sales model is beneficial to its customers, it’s plan to disrupt the way in which cars are sold has been effectively stalled.

Read: Shut up and deal

Uber

Uber is a “ride-share” company that allows you to request, ride, and pay for a “taxi” all through your mobile phone. They have mobile apps that connects you with a driver who gets the GPS coordinates of your location. You can then track where the driver is on your mobile and usually, the car arrives within 15 minutes.

The problem is that taxis are tightly regulated and unionized. For example, in New York City, taxi “medallions” are auctioned off once a year and wanna-be taxi drivers pay as much as a million dollars for these rare and wonderful permits that give them the right to operate a taxi and pick up street hails. In fact, this business model is so profitable, that there’s actually a publicly listed firm that finances taxi medallions.

In Chicago, cab drivers are suing the city, arguing that the city is damaging and discriminating against them by refusing to enforce the same stringent regulations it has long imposed on the taxi industry on these newer “de facto taxi services,” which function “in all material respects as taxi companies.”

In France, there are plans to allow only existing taxis to use GPS services like Uber. Spanish taxi drivers are now calling for an Uber ban.

Some critics think that Uber is a race to the bottom, a way of ducking valuable regulations in place to ensure the quality of existing taxi services, slashing working class wages and simultaneously using tax loopholes to dodge paying their fair share into the system.

So while Uber can cry itself hoarse as to how it is bringing efficiency into the public transportation marketplace, its expansion plans are effectively bogged down by street fighting.

Read: Brace yourself for the European Uber war

Outbox

At least Tesla and Uber have huge war chests of venture capital to fight regulatory assaults against their business model. But not all startups are this lucky. Take Outbox for example. They wanted to allow consumers to digitize all of their postal mail so that individuals could get rid of junk mail, keep important things organized and never have to go out to their mailbox again. Customers would opt-in for $5 a month with “Outbox” to have their mail redirected, opened, scanned and available online or through a phone app. Consumers could then click on a particular scanned letter and ask that it be physically delivered, or that certain types of letters not be opened.

But the US Postal Service would have none of it. In the words of the Postmaster General himself: “You mentioned making the service better for our customers; but the American citizens aren’t our customers—about 400 junk mailers are our customers. Your service hurts our ability to serve those customers.”

Outbox decided to shutdown rather than take on the USPS.

Read: Outbox vs. USPS: How the Post Office Killed Digital Mail

Forgiveness vs. Permission

“It’s better to beg for forgiveness than to ask for permission.”

Eric Jackson, who was PayPal’s first marketing director, had this to say in the book The PayPal Wars: “Regulators say, ‘If we don’t know what you are, you must be dangerous, and later on we’ll figure out what we’ll call you.'” In 2002, Louisiana regulators nearly banned PayPal from operating in the state, sending the company a warning that it might be operating there illegally.

Paypal argued for years with officials over whether it was, or wasn’t, an illegal banking operation. Cut to the present, PayPal has licenses wherever it needs state approval and that has become a big part of its competitive advantage. But it had to sell itself to eBay in order to win the war.

Read: Who Killed PayPal?

A cash-strapped startup typically won’t have the patience, expertise or resources to ‘ask permission’ as such. Instead, they calculate that it’s better to move forward with bringing their product to market and deal with the consequences if and when they gain traction (because if they don’t gain traction, no one will come after them and it will all be moot anyway).

For example, in the music business, negotiating content licensing deals with record labels can take months. While the original Napster is one example where begging forgiveness didn’t pay off, there are successful startups that begged forgiveness once they had traction: iMeem, YouTube and MySpace.

Read: Digital Music Startups

Samsung first copied Nokia and then blatantly copied Apple. Four days ago a jury found Samsung guilty of patent infringement and ordered it to pay $290 million. A year ago another jury also ruled in Apple’s favor against Samsung, accessing $1.049 billion in damages. In the meantime, Samsung generated almost $30 billion in annual revenue in its IT & Mobile Communications Division. So that $1 billion and change penalty levied by two juries might be less than 2% of the annual revenue that mobile device sales generate for the company.

Read: The GoldieBlox playbook: Imitate Youtube and Samsung

What should disruptors do?

There’s life before meaningful traction and then there’s the life after. Disruptors can get away with a lot of things before they become a big enough target. But once they do, the biggest mistake is to assume that the competitive response will be through product innovation alone. Existing regulatory frameworks can be used by incumbents to put up a long and expensive fight and can be a significant source of their competitive advantage.

The way out of the dilemma: forget about permission, but start asking for forgiveness soon after you get traction.

Weekly Recap: Growing Organically, Being Productive

Equities

world equity markets 2014-04-25.2014-05-02

The Nifty ended the week -1.30% (+0.16% in USD terms)

Major
DAX(DEU) +1.64%
CAC(FRA) +0.33%
UKX(GBR) +2.05%
NKY(JPN) +0.20%
SPX(USA) +1.04%
MINTs
JCI(IDN) -1.20%
INMEX(MEX) +2.12%
NGSEINDX(NGA) -0.84%
XU030(TUR) +5.98%
BRICS
IBOV(BRA) +3.00%
SHCOMP(CHN) -0.50%
NIFTY(IND) -1.30%
INDEXCF(RUS) +1.93%
TOP40(ZAF) +0.37%

Commodities

Energy
Brent Crude Oil -1.12%
Ethanol -6.11%
Heating Oil -2.28%
Natural Gas +1.04%
RBOB Gasoline -4.28%
WTI Crude Oil -0.68%
Metals
Copper -1.60%
Gold 100oz -0.22%
Palladium +0.20%
Platinum +1.14%
Silver 5000oz -2.02%

Currencies

USDEUR:-0.25% USDJPY:+0.05%

MINTs
USDIDR(IDN) -0.35%
USDMXN(MEX) -0.92%
USDNGN(NGA) -0.65%
USDTRY(TUR) -1.34%
BRICS
USDBRL(BRA) -0.99%
USDCNY(CHN) +0.11%
USDINR(IND) -0.76%
USDRUB(RUS) -0.56%
USDZAR(ZAF) -1.69%
Agricultural
Cattle -4.47%
Cocoa -1.53%
Coffee (Arabica) -0.59%
Coffee (Robusta) +1.08%
Corn -2.66%
Cotton +0.95%
Feeder Cattle +2.11%
Lean Hogs -3.17%
Lumber +2.80%
Orange Juice -4.19%
Soybean Meal +0.20%
Soybeans -1.12%
Sugar #11 +1.40%
Wheat +1.03%
White Sugar -1.42%

Nifty Heatmap

CNX NIFTY heatmap 2014-04-25.2014-05-02

Index Returns

index performance 2014-04-25.2014-05-02

Top winners and losers

HINDPETRO +4.55%
GLENMARK +10.30%
UPL +21.53%
JINDALSTEL -13.11%
DLF -8.98%
TATASTEEL -8.63%
DLF’s Vadra moment?

ETFs

PSUBNKBEES -0.18%
BANKBEES -1.36%
JUNIORBEES -1.55%
NIFTYBEES -1.77%
INFRABEES -5.94%
No ETF left behind in the green zone!

Investment Theme Performance

Value worked, momentum worked. Smart-beta? Not so smart. Also, this might be the last month that Velocity would be available. It has been superseded by Momentum 200. While Velocity looked at prices to gauge momentum, the new algorithm uses a probabilistic setup.

Sector Performance

sector performance.2014-04-25.2014-05-02

Yield Curve

yield Curve 2014-04-25.2014-05-02

Thought for the weekend

Organically, value grows bit-by-bit, but often prices move in a more volatile fashion. Try to win by buying stocks that grow value. Winning from speculation is a crapshoot. Avoid it, the odds are against you.

Imagine for a moment that we did not have financial markets. Who would do the best? Those that compounded their economic activities the best — those who were the most productive. The same is true for us today. Focus on companies that are productive, growing organically. That is almost always a good road to profits.

Source: Avoid Easy Money

Monthly Recap: Of Pairs and Options

world equity markets 2014-03-31.2014-04-30

Euphoria? What euphoria? The NIFTY ended the month -0.12% (-0.51% in USD terms)

Equities

Major
DAX(DEU) +0.50%
CAC(FRA) +2.18%
UKX(GBR) +3.19%
NKY(JPN) -2.73%
SPX(USA) +0.62%
MINTs
JCI(IDN) +1.75%
INMEX(MEX) +0.96%
NGSEINDX(NGA) -0.68%
XU030(TUR) +5.80%
BRICS
IBOV(BRA) +2.85%
SHCOMP(CHN) -0.34%
NIFTY(IND) +0.36%
INDEXCF(RUS) -4.62%
TOP40(ZAF) +1.88%

Commodities

Energy
Brent Crude Oil +0.03%
Ethanol -37.72%
Heating Oil -0.68%
Natural Gas +8.10%
RBOB Gasoline +0.87%
WTI Crude Oil -2.04%
Metals
Copper -0.66%
Gold 100oz +0.01%
Palladium +4.84%
Platinum +0.49%
Silver 5000oz -4.04%

Currencies

USDEUR:-0.61% USDJPY:-0.78%

MINTs
USDIDR(IDN) +1.55%
USDMXN(MEX) -0.08%
USDNGN(NGA) -2.97%
USDTRY(TUR) -1.56%
BRICS
USDBRL(BRA) -1.47%
USDCNY(CHN) +0.68%
USDINR(IND) +0.45%
USDRUB(RUS) +1.33%
USDZAR(ZAF) -0.28%
Agricultural
Cattle -4.56%
Cocoa -3.26%
Coffee (Arabica) +14.59%
Coffee (Robusta) +0.51%
Corn -0.05%
Cotton +1.23%
Feeder Cattle +3.64%
Lean Hogs -6.97%
Lumber +0.92%
Orange Juice -1.23%
Soybean Meal +1.17%
Soybeans +0.44%
Sugar #11 -2.98%
Wheat +0.04%
White Sugar +0.89%

Nifty Heatmap

CNX NIFTY.2014-03-31.2014-04-30

Index Performance

index performance 2014-03-31.2014-04-30

Top winners and losers

ADANIENT +13.55%
RANBAXY +29.75%
UPL +45.35%
DLF -20.57%
JINDALSTEL -12.72%
SIEMENS -10.12%
Adani’s contribution to Modi’s campaign did not go unnoticed in the markets… DLF got dragged into all the mud-slinging between the BJP and Priyanka Gandhi’s husband.

ETFs

PSUBNKBEES +10.14%
GOLDBEES +2.90%
BANKBEES +2.79%
JUNIORBEES +2.20%
NIFTYBEES +0.42%
INFRABEES -6.70%
PSU Banks rallied, Infra took a breather.

Advancers and Decliners

advancers and decliners 2014-03-31.2014-04-30

Investment Theme Performance

This might be the last month that Velocity would be available. It has been superseded by Momentum 200. While Velocity looked at prices to gauge momentum, the new algorithm uses a probabilistic setup.

Sector Performance

sector performance 2014-03-31.2014-04-30

Yield Curve

yield Curve 2014-04-02.2014-04-30

Interbank Lending

mibor.30days.2014-04-30

This month

We introduced core trading concepts surrounding options and pair trading.

Read:
Options Trading Guide
Pair Trading Guide

Backtesting a Pair Trading Strategy

A pairs trading strategy involves answering these questions:

  1. How do you identify “stocks that move together?”
  2. Should they be in the same industry?
  3. How far should they have to diverge before you enter the trade?
  4. When is a position unwound?

We saw how to answer the first two questions: understanding, defining, finding, and investigating pairs.

Trading strategy

We can start with a simple trading strategy: we buy the spread if it is one standard deviation below the average and sell the spread if its is one standard deviation above the average.

To keep things simple, we’ll ignore execution details like lot-size, actual $ p&l, etc… and focus on the viability of the strategy. We calculate p&l in terms of unit-spread, i.e., how many ‘spreads’ of p&l did the strategy create?

For BANKNIFTY vs. ICICIBANK, we simulated the strategy outlined above based on the daily close of the nearest to expiry futures from Jan-2010:

BANKNIFTY - ICICIBANK pair trade backtest 50 2010-01-01 long-short

The top chart is the the spread.
The 2nd is the trade: green implies the strategy went long the spread, red implies short.
The 3rd chart indicates the p&l of that specific trade (in spreads).
The last chart indicates the cumulative p&l (in spreads).
 
The p&l for this strategy over the entire time-period is +69.3189 spreads.

Asymmetric strategy

The idea behind the above strategy is to bet on mean-reversion on both sides. However, if you see closely, the shorts were not nearly as profitable as the longs. You could be better off just going long the spread whenever it hit one standard deviation and staying out of the market when the spread hit the upper band.

BANKNIFTY vs. ICICIBANK, long-only p&l +454.3036:

BANKNIFTY - ICICIBANK pair trade backtest 50 2010-01-01 long only

BANKNIFTY vs. HDFCBANK, long-only p&l +231.5225:

BANKNIFTY - HDFCBANK pair trade backtest 50 2010-01-01 long only

Conclusion

Some caveats:

  1. The signals are intermittent, but you need to keep running the algorithms everyday to capture the alpha. This requires an investment in systems on your part.
  2. The backtest ignores execution risk. For example, the hedge ratio is around 0.09830581 and there’s no way you can trade 1/10th of a contract. So your actual executable spread = 10 ICICIBANK – BANKNIFTY. That’s 11 contacts and it still doesn’t give you precision.

On the plus side:

  1. The backtest doesn’t do any risk management. This would’ve stop-loss’ed most of the bad trades.
  2. There is money to be made on the right pairs.