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Uncategorized | Portfolio Yoga - Part 31

Where next for Nifty

I am a very strong believer in the philosophy of trend following and hence this post of mine is a sort of anathema to my doctrine. But a belief in a certain approach should not mean that we close our eyes to strategies which we may not like but one’s which may have their advantages.

While catching a falling knife maybe disastrous to a short term trader who more often than not is leveraged beyond his capacity, the same cannot be said for a investor who is willing to take calculated risks with the intention to profit when the trend shifts to the other side.

As with all such falls, it’s normal for noise to obliterate the signal that is present alongside. As with every other fall, it’s becoming the new normal to see people comparing this to the start of the fall that we saw in 2008. This time around, we have the additional benefit of this being compared to the 1991 payment crisis India faced and the 1997 Asean Crisis (which did not affect India but caused large scale economic devastation across most countries of South East Asia.

Fortunately our current situation is comparable to neither of the two situations being referenced. While it’s true that we are having huge troubles in containing the Rupee, we still have a strong forex backing (which we did not in 1991) plus we have seen a pretty large depreciation already happen without it being a one off shocking event.

As to the Asean crisis, RBI has not tried to act the way the central banks there acted to save their currency from depreciating (since most of them had fixed exchange rates) which made the situation worse than what it was already. While we do have some similarity in the foreign exchange exposure of local companies like they had, as a percentage of total debts, its still very much on the lower side and something that should not break the bank when the time comes for repayments.

The recent sharp depreciation has been due to the lower arbitrage between US yield and India yield and unless we start to believe that companies in US will be able to pay huge costs to borrow, some reversion to the mean is bound to happen and one that should result in some amount of reversal of money back to India.

Having said all this, is this a time to Buy India (or rather Indian stocks), I am not sure on that count since the mere fact that many companies are available cheap does not make them anymore worthwhile then they were a couple of months ago. In fact, many face even bigger problems as Interest rates are not bound to come down anytime soon and that should have an impact on all firms which are leveraged with debt or dependent on leveraged customer for its revenue.

While markets seen to have fallen a great deal in recent times, a cursory analysis seems to suggest that the fall we have seen till date is around the average fall we have been seeing in every correction post 2009. The recovery from the said falls on an average seems to have returned a average gain of 18% which is a pretty fair gain after the bone crushing fall one would have seen just a couple of months earlier.

If anything, volatility was much higher (swings much larger) in the period from 2001 (post IT crash) till 2008 with average fall being to the tune of 20% and average gains being seen at 59%. But the overall bullishness made the deep cuts more acceptable than at the current juncture when with sentiments already running bad, even the slightest of cut seems not tolerable.

   

While I continue to remain bearish (on medium to long term investment) on the Indian markets, I believe that for a trader, a great opportunity maybe on the horizon with a minimum gain of 10% to a maximum of 18% seemingly in the taking. What that requires is not just the vision of Bharat nirman, but the ability to take long trades whenever one feel s that this maybe a bottom. By using stops, one can ensure that in the worst case scenario, all we suffer is a slight bruise and not fingers lost for life 🙂 

 I for one believe that this fall would not beat 2008 either in speed or magnitude, but if it does, well, we know that my predictive ability is close to zero 🙂

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Robert Pretcher’s definitions and observations regarding fundamental analysis

Robert Pretcher’s definitions and observations regarding fundamental analysis are the following:

1. “First let’s define ‘technical’ versus ‘fundamental’ data…technical data is that which is generated by the action of the market under study.”

2. “The main problem with fundamental analysis is that its indicators are removed from the market itself. The analyst assumes causality between external events and market movements, a concept which is almost certainly false. But, just as important, and less recognized, is that fundamental analysis almost always requires a forecast of the fundamental data itself before conclusions about the market are drawn. The analyst is then forced to take a second step in coming to a conclusion about how those forecasted events will affect the markets! Technicians only have one step to take, which gives them an edge right off the bat. Their main advantage is that they don’t have to forecast their indicators.”

3. “What’s worse, even the fundamentalists’ second step is probably a process built on quicksand.… The most common application of fundamental analysis is estimating companies’ earnings for both the current year and next year, and recommending stocks on that basis.… And the record on that basis alone is very poor, as Barron’s pointed out in a June 4 article, which showed that earnings estimates averaged 18% error in the 30 DJIA stocks for any year already completed and 54% error for the year ahead. The weakest link, however, is the assumption that correct earnings estimates are a basis for choosing stock market winners. According to a table in the same Barron’s article, a purchase of the 10 DJIA stocks with the best earnings estimates would have produced a 10-year cumulative gain of 40.5%, while choosing the 10 DJIA with the worst earnings estimates would have produced a whopping 142.50% gain.”

Quoted from the book “Technical Analysis of Stock Trends by Edward & Magee” 

Link: http://is.gd/qwSmO6 (Amazon, India)

CNX IT & Top Constituents – A technical review

While most sectors in the markets are crumbling like nine pins, one sector that has its head high and the flag flying up is the Information technology. The IT sector has been a bulwark against the general market weakness with it performing even as Nifty itself is sliding down.

CNX IT index which is the sector index for Information technology stocks on NSE is now trading at its all time high and is up an astounding 30.4% in this year alone against a loss of 3.8% on the CNX Nifty. But if one were to look at it from a big longer perspective, we can see that it’s just catching up with the returns of Nifty and Bank Nifty

To give a better comparison of the relative strength shown by CNX IT, here is a chart where it’s plotted along with CNX Nifty and Bank Nifty since the beginning of 2012.

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As can be seen in the above chart, the Index after being a underperformer since 2012 with respect to Nifty and Bank Nifty is finally catching up. The question that needs to be asked now is whether the outperformance we have seen in the short term can continue.

For that, let’s take a look at the chart of CNX IT Index.

What we can see marked above in the chart is a symmetrical triangle from where the index has currently broken out of. Symmetrical triangles as we all know is a continuation pattern and since CNX IT entered the triangle after a run up, the probability is high that the continuation will be on the upper side as against the lower end.

The target area for the above breakout is easy to calculate given the width of the triangle where the prices have met the trendline. On an conservative basis, this comes to around 1444 points and with the breakout being seen at 7390, a logical target can be 8834. With CNX IT currently standing at 7858, this means another 1000 points, give or take a hundred.

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Since the IT Index can go up only if the stocks that are part of it spurt, we need to see how the stocks are behaving and what stocks provide us with the best risk reward relationship.

While the index has 20 stocks as its constituents, the top 5 stocks constitute nearly 91.66% in weight and hence regardless of the performance of the rest, Index move will be determined by these stocks.

The list of the stocks and their weights are as shown below

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To be fair, it’s actually top 3 that actually matter since Tech Mahindra and OFSS in total constitute less than what HCL Technologies’ does, but since these stocks are pretty well known and actively traded, it makes a lot of sense to take a look at those too when we are trying to find the best stocks for investment.

Infosys Ltd:

 The man among the boys, Infosys has been there and done that well before many of the other IT sector companies even got incorporated. But time and tide wait for none and with the company unable to keep pace with its competitors, it has more or less been ignored other than for the time when it declares its quarterly results and the stock moves like any penny stock would do.

If we take a look at the monthly chart, (chart below), we can see nothing amiss as such. The stock is in a serious uptrend with it being in a range for some time now. But what it hides is that the range is now in action for 30 months which is a pretty long time for any kind of investor and the area of the range comes to around 850 points which is a pretty large range for even a stock which trades around 2500 (mid point approx of the range). 

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While a rectangle pattern is a continuation pattern, in case of Infosys, we seem to be seeing a breakout on the upper side as against a break down on the lower end.  Since a breakout offers a low risk opportunity for entry, a weekly close above3025 should be a ideal place to Buy with a stop below 3000 for a target of 800 points on the upside. Of course, there will always exist risk of a breakdown failure, but since the Risk Reward opportunity is so good, every breakout should be bought into.

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Tata Consultancy Ltd:

India’s largest IT company by way of revenues, the chart of TCS shows a clear difference from the chart of Infosys to the extent that one feels that the bus was missed way back and hence it’s a question as to whether the risk – reward relationship is even now in favor of going long.

The stock has been among the leading IT stocks in 2013 with the stock deliver a tremendous return of 47% in the last 7 months. The only big stock that has done better than TCS is HCL Technologies. Both of them have literally run away leaving the IT leader biting the dust.

Coming back to TCS, let’s take a look at the longer term charts.

On the Monthly charts below, we see it gave a breakout at 2 points over the last few years. The first was in late 2009 when it recaptured and went well above the high of 2008 and the second was in mid 2012 when it broke above the range of a few months. While there was barely any retest of the breakout levels in 2009, the stock did offer some opportunity to those who missed the first surge of breakout in 2012 by repeatedly testing the breakout levels.

Currently the stock stands head over heels and with the price in totally unchartered territory with there being not many ways to actually project as to how far it can go from here and whether it will provide any opportunity to enter or is this the most opportune time to enter.

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On the weekly charts (below), we can see that TCS has recently broken above an ascending channel. While a breakdown of the ascending channel is a bearish pattern, the breakout on the higher side indicates even more aggressive buying than ever before.

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HCL Technologies Ltd:

The chart of HCL Technologies shows a similar pattern to that of TCS with it breaking above all its resistances. The month of July was an excellent month with the stock shooting up a massive 20%. Once again, the question is, have we missed the bus and is there still enough juice left if one were to enter the stock at the current levels.

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On the weekly charts, we can see that the current blow off rally started after it broke above 805 where it had consolidated for a few weeks before it saw a slight correction in price.

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Tech Mahindra:

With the merger of Satyam Computers into Tech Mahindra, the company has jumped several hoops to emerge as one of the bigger companies dominating the Indian InfoTech sector. The stock which was once seen as a mid cap InfoTech stock with the risk of there being 1 large client (British Telecom) has now seen a total rerating of sorts.

But the rerating has not meant that the stock has gone past its resistances with the stock still trading well below its high of 2007 and hence offers a opportunity to buy on breaks above major resistance zones.

On the monthly charts, we can see that the stock has broken above its resistance area of 1150 and there is not much of resistance above the said zone till it reaches 1750 which is a good 600 points, nearly a 50% move from here.

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On the weekly charts, we can also find evidence of a short term cup pattern where the target for the said breakout comes to around 1350.

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Oracle Financial Services Software Ltd.

OFSS is the only multinational InfoTech Company listed on the Indian markets. With a very high promoter holding, this stock has been a fancy for quite some time in the hope of the management going with a total buyback (and delisting) which did not happen. It’s also one of the very few companies where revenue occurs purely due to product than service which is the main course for most other InfoTech majors.

Once again, the fact that this stock was clubbed in the mid cap InfoTech segment has meant that there hasn’t been a great run like the ones we saw in TCS and HCL Tech. But that also means that we aren’t chasing the stock at a level where the risks may outweigh the rewards.

On the monthly chart, we can observe that after breaking above its high of 2007, the stock has once again reacted back to the breakout range from where we are seeing a fresh attempt to make new highs.

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On the weekly charts, we can see that the stock is making a Head & Shoulder pattern right at the top and one should be wary of it since it’s a very good reversal pattern if the neckline of 2350 gets broken. On the other hand, if the stock moves above 3400, the pattern is invalidated and it would be a fresh breakout.

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Conclusion:

The future direction of the InfoTech segment will be led by two factors.

Factor number one is the INR-USD: If Rupee keeps slipping (depreciating) against the greenback, we should expect the stocks to continue with the move higher without much of a break. On the other hand, if the Rupee were to start appreciating against the USD, it would place some pressure on these stocks since they have outperformed for so much of a time and a reversion to the mean (lower) is very much possible.

Of the 5 stocks featured above, our picks in terms of Risk vs. Reward would be in the following order:

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*Buy in Infosys is conditional to it breaking above 3025.

Disclaimer: Nothing in this report should ever be considered to be advice, research or an invitation to buy or sell any securities

NSE Sector Performances over multiple periods

How have various sector indices fared over recent times:

1 Month Performance

Ticker

Prev. price

Price

% Change

CNX IT

6474.25

7858.35

21.38%

CNX Pharma

6880.95

7036.1

2.25%

CNX FMCG

16938.75

17148.15

1.24%

CNX Consumption

2432.45

2428.35

-0.17%

CNX Service

7006.6

6857.1

-2.13%

CNX Media

1678.15

1637.65

-2.41%

CNX Nifty

5857.55

5677.9

-3.07%

CNX 100

5768.3

5545.85

-3.86%

CNX AUTO

4589.35

4390.35

-4.34%

CNX MNC

5707.5

5457.7

-4.38%

CNX 200

2932.5

2794.8

-4.70%

CNX 500

4542.8

4314.95

-5.02%

CNX Energy

8048.55

7502.85

-6.78%

CNX Nifty Junior

11808.05

10837.5

-8.22%

CNX Infra

2310.6

2095.9

-9.29%

Midcap – Nifty 50

1933.3

1746.35

-9.67%

CNX Dividend Oppt

1623.8

1463.1

-9.90%

CNX Midcap

7467.8

6702.2

-10.25%

CNX Commodities

2159.5

1913.6

-11.39%

CNX Finance

4874.4

4294.75

-11.89%

CNX Smallcap

2964.95

2584.4

-12.83%

BANK Nifty

11614.25

9997.8

-13.92%

CNX PSE

2726.55

2312.9

-15.17%

CNX Metal

1987.6

1639.05

-17.54%

CNX PSU Bank

2793.75

2222.7

-20.44%

CNX Realty

198.6

153.75

-22.58%

 

3 Months Performance

Ticker

Prev. price

Price

% Change

CNX IT

6205.9

7858.35

26.63%

CNX Pharma

6574.55

7036.1

7.02%

CNX FMCG

16988.4

17148.15

0.94%

CNX Consumption

2418.2

2428.35

0.42%

CNX Nifty

5999.35

5677.9

-5.36%

CNX Media

1732.7

1637.65

-5.49%

CNX AUTO

4647.7

4390.35

-5.54%

CNX Service

7276.6

6857.1

-5.77%

CNX MNC

5803.2

5457.7

-5.95%

CNX 100

5917.35

5545.85

-6.28%

CNX Energy

8024.85

7502.85

-6.50%

CNX 200

3023.15

2794.8

-7.55%

CNX 500

4695.05

4314.95

-8.10%

CNX Nifty Junior

12223.3

10837.5

-11.34%

CNX Dividend Oppt

1707.8

1463.1

-14.33%

CNX Infra

2469.1

2095.9

-15.11%

CNX Midcap

7913.1

6702.2

-15.30%

CNX Commodities

2289.65

1913.6

-16.42%

CNX Finance

5196.95

4294.75

-17.36%

Midcap – Nifty 50

2123.2

1746.35

-17.75%

CNX Smallcap

3255.95

2584.4

-20.63%

CNX PSE

2937.7

2312.9

-21.27%

BANK Nifty

12709.95

9997.8

-21.34%

CNX Metal

2200.4

1639.05

-25.51%

CNX PSU Bank

3333.3

2222.7

-33.32%

CNX Realty

244.45

153.75

-37.10%

 

1 Year Performance

Ticker

Prev. price

Price

% Change

CNX IT

5670.4

7858.35

38.59%

CNX FMCG

13036.75

17148.15

31.54%

CNX Pharma

5468.4

7036.1

28.67%

CNX Media

1333.35

1637.65

22.82%

CNX AUTO

3804.1

4390.35

15.41%

CNX Service

6207.1

6857.1

10.47%

CNX Nifty

5227.75

5677.9

8.61%

CNX 100

5119.45

5545.85

8.33%

CNX Nifty Junior

10135.45

10837.5

6.93%

CNX 200

2639

2794.8

5.90%

CNX 500

4138.9

4314.95

4.25%

CNX MNC

5311.7

5457.7

2.75%

CNX Energy

7508.7

7502.85

-0.08%

BANK Nifty

10379.6

9997.8

-3.68%

CNX Dividend Oppt

1522.65

1463.1

-3.91%

CNX Midcap

7255.9

6702.2

-7.63%

CNX Infra

2376.2

2095.9

-11.80%

Midcap – Nifty 50

2094.05

1746.35

-16.60%

CNX PSE

2890.4

2312.9

-19.98%

CNX Smallcap

3255.3

2584.4

-20.61%

CNX PSU Bank

2965.7

2222.7

-25.05%

CNX Realty

219.4

153.75

-29.92%

CNX Metal

2757.25

1639.05

-40.55%

 

Wockhardt Limited

Wockhardt , a pharmaceutical  company that had once come close to  bankruptcy has been on a free fall in recent times. Today, the stock reached the limit of 20% which is the maximum a stock can fall in a single day unless the stock is part of any Index or is available in derivatives segment.

Forex troubles in 2009 pushed the company deep into losses. Do check out the following links for the stories around those times,  

Link-1 | Link-1A | Link-2

The company was able to come out of the mess by selling few hospitals to Fortis and this in a way lighted a rally in the stock taking it from sub 200 levels to its all time high of 2168.80 with very little resistance or reactions on the way. In fact in 2012, it saw the stock closing higher every month from January to November before it saw a slight correction in December.

The stock restarted the rally and gained another 27.5% in the first quarter of 2013 (on back of a gain of 468.9% in 2012). Just before the stock hit its peak, we saw Bank of America come out with a BUY call on the stock. It was laughable that they seemed to have found value in a stock that had appreciated so much in so short a time. Either way, that was the last hurray for the stock as it started its downward journey.

While the downward journey has not been as smooth as the upward, it has not been a free fall either with the stock falling continuously without much of a break.

Technically, the stock has a strong support zone of 465 – 550, but the question one needs to ask is, is it worth a buy even at those levels and this is not based on fundamentals or even technicals but the reality that stocks which have collapsed like Wockhardt rarely get buying support at the previous break out levels.

There is another interesting thing that should worry investors – pledge by the promoters. The promoters hold 73.54% stake in the company of which 87.06% if pledged. Now, the risk as we have seen in a lot of cases with the most recent one being that of Gitanjali Gems is that if the pledged shares are sold (or even an attempt is made), it’s quite easy to see the share price going down to double digits. The interesting thing about this pledge is that the quantity under pledge did not go down even as the share price spiked from 200 to 2000. A old article on the pledge can be read here

All in all, I believe it can be a high risk trade / investment even at support levels since the overhang of pledged shares hitting the market will stay till the pledge is revoked. I personally would stay away despite the attractive valuations.

A technical view by Nooresh can be accessed here

 

 

 

 

 

 

 

The lure of short term wins

Las Vegas attracts a whole lot of people to its casino’s. The mix is varied from the Superstars to the con man on the street and every one of them has only one reason to be there – an attempt to make money at the games. The thrill of making money via luck is not limited to casino’s either with Lottery tickets being there at the top for a long period of time.

In both the cases, it isn’t that the player does not know the adage of “the house always wins” or even the fact that the odds are very strongly aligned against you. But in both the cases, the lure comes from either knowing or actually winning on a casino or hearing about a person who bought a lottery ticket which fetched him millions.

Every one of them hopes that they shall come out with more money than they go in and while not everyone loses, over a long period every one of them would have contributed to the kitty of the casino in one way or the other. The odds aren’t totally skewed in favour of the casino (who would want to play if one cannot see one single guy making money) but the odds are always in favour of the casino. The odds are actually even worse in lottery tickets (with many a jackpot having odds of 1: a couple of million) but since the news program has the winner flushing himself / herself with the winning ticket, the attraction is far too much to ignore for many.

In the markets, I have seen enormous interest in options since the risk is said to be contained while profits unlimited. Charles M. Cottle in his book “Option Trading – The hidden reality” says that the best professional traders earn around 100% per annum which is about 6% after commissions. Most traders on the other hand expect to double their capital within a month if not less.

As a trader, if you want to survive long enough in the market, do remember that it’s not the small wins that count but the big outliers. Small wins may give you the happiness associated with making money, but it’s the big outliers that actually enable your capital to grow exponentially.

 

Moving Average Crossover – a deeper introspection

One of the often repeated arguments I have heard with regard to trading systems is to be keep it simple (K.I.S.S) with there being no reason for extra complication. To me, that is a lie of the n’th order. Think about it for a moment in the logical sense, if everyone could easily follow a method to endless riches, why should anyone bother to take any risk elsewhere or even strain muscles / brains by working for someone else. All you would need is a PC with Internet connection and you would be good to go.

In the world of Finance, nothing comes without risk. Risk is always lurking in the background, ready to pounce on at a moment’s notice. But since not all risks are evident, we tend to basically ignore that very important aspect.

While there is no such thing as Risk Free investment, some investments do come close in that regard. Bank Fixed Deposit is one of them. If you have placed a deposit in any PSU or even Private Sector bank, the probability of losing money is next to nil (but not nil). Even when private sector banks have collapsed, depositors have not suffered losses thanks to RBI which would force some public sector bank to take it up (remember Global Trust Bank for instance).But there is risk, just that the probability at the current juncture of something on those lines happening being very low.

Other than Bank FD, the simplest way to invest money elsewhere is in Gold and Real Estate. Since cycles in both these asset classes are long, for quite some time, it’s being felt that these are the only two asset classes to own. Unfortunately in the world of cycles, after a big run up, there is a big sideways action or worse a big downside action. Either way, the returns over a long term isn’t great especially if one invested at the top of the previous peak.  But for those who invested prior to 2005, returns have been magnificent to say the least. But the profits one is sitting on is notional and unless removed, the returns can actually dilute over time if prices move either sideways or downward.

So, that leads us to the markets. There are basically two ways to invest in the markets. One is via Mutual Funds who pool the money, hire a professional fund manager and who hopes to beat the market over an extended period of time.  Second is by way of direct investing where you decide what to buy, when to buy and how much to buy as well as when, how and where to sell. Once again, the attempt is to make more money than what can be achieved by either investing in a Mutual Fund or Fixed Deposit though neither is a good benchmark given that risks and returns are different for each of them and most importantly, both of them do not require a significant amount of personal time to monitor.

The set of investors who invest in markets directly can be further separated on the basis of what kind of analysis they do. Most either fall into Fundamental or Technical while quite a few do not have any analysis to speak of but are more or less dependent on their brokers or the talking heads on TV to give them something by which they can make a penny.

While there have been plenty of successful investors whose approach was based on picking up value stocks at a cheap price, the overwhelming fact is that we look at the winners and ignore the losers. Sanjay Bakshi in his interview with Safal Niveshak (Link: http://is.gd/txIPLX ). He says and I quote

“You just have to see how people have got rich in stocks. If you look at genuinely successful people in the stock market, you will find that an over-whelming majority of them bought stocks of good companies at attractive prices and just sat on them for a long-long time.”

Well, the point that is overlooked here is that if you bought a great share which subsequently tanked, you would not be rich by just sitting on it. It also brings to question as to how much part of the success can be allocated to skill and how much to Luck. As Nassim Taleb says “it’s so easy to confuse luck with genius” you may never know the lucky breaks they had which made them the persons they are now. And for a live example, one needs to go not too far but look at the picks of a guy who was once said to the Warren Buffet of India.

Value Investing requires a lot of work, determination, patience and a fistful to luck. Without one of the ingredients, you can always have value stocks but one that never seems to be noticed by the markets. There is nothing simple in terms of work and at the end of the day, you hope that the light you see at the end of the tunnel is the opening to freedom rather than headlight of an oncoming train engine.

That leaves me with only Technical Analysis to talk about. Being a practitioner of technical analysis for more than a decade now, it’s a field that has interested me a lot and one that has provided me the bread and butter over the years. Even among technical analysts, you can find a clear demarcation. There are one set of guys who trade based on discretion and another who wants to follow a tried and tested mechanical approach to trading markets. While there are quite a few guys who are good at reading charts, most of those I know aren’t actually full time traders in the sense that even if the markets provide them with nothing, life goes on as usual.

On the other hand, there is this set of traders (which includes me) who believe that while its acceptable to trade small money based on views, when it comes to managing money professionally or even if you want to take higher risks in anticipation of higher rewards, one cannot blindly bet on our reading of charts and instead would love to have something tried and tested to work with.

But mechanical trading system for many starts and ends with Moving Average Crossovers. It’s not that there is anything wrong with MA cross, many random numbers do somehow come out with positive outputs but the question is, is the positive output alone worth the risk and the efforts that go into making that effort.

Unlike fundamental investing where you buy the shares of a company and sit tight hoping you are right, technical trading requires more attention (depending on the kind of time frame one chooses). While technical analysis offers many tools, due to the ease of use, MA Cross seems to attract the highest attention of investors and traders alike.

But unfortunately the fact of the matter is that the probability of making big money using a MA Cross is very low and if one adjusts the risks taken to get that reward, it does not even start making any sense.

Every one of us has limited time but unlimited requirements and it’s important that the time we have is well utilized instead of being wasted in a venture where the net output was zilch.

I had recently tested out MA Cross on daily time frame and given the results in an attempt to show that it does not make sense. To make it even more hard hitting, I have now tested 19208 combinations under every time frame – starting at 15 minutes to Monthly. As can be seen in the results, nearly every one of them have under-performed the Buy and Hold which suggests that one would have done nearly as well by just sitting as Jesse Livermore is quoted as saying.

In addition to the normal back-test metrics, I have also calculated Expectancy (Link for more on that: http://www.tradermike.net/2004/05/trading_101_expectancy/ ) and if you were to take the best (which you would not possibly have known when you started to trade – Hindsight bias), you shall see that even that under-performs a normal Buy and Hold. And this despite me not taking into calculation any brokerage (since High and Low is taken as entries, slippage can be taken as being included).

The testing was done on Nifty since it absolves one of many biases which can ruin any test if done on any stock or a set of stocks.

You can download the results here (Link: https://dl.dropboxusercontent.com/u/19628087/EMA-Crossover-Intra-D-W-M.zip )- file size is around 40~MB

To conclude, if you are trading on a MA Crossover idea, I would urge you to think deep as to whether it’s worth the time and effort and whether you are better off investing the same into a Index fund and using the time for other pursuits.