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The black swan – unpredictability, futility of forecasting etc

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I have just finished this book. I wrote about this book earlier here. I have also read N N Taleb’s earlier book – fooled by randomness and liked it a lot.

I will not be doing a detailed review of the book as that can be found on amazon and a lot of other website. I will however highlight some of the points, which struck me as important and how they impact me as an investor.

One of the key points, which the author makes, is about the complexity of the real world and lack of predictability. For ex: No one predicted the rise and the importance of the internet. The Internet has become one of the major forces shaping our world. It can be termed as a positive black swan. As a result all complex systems such as the economy, financial markets, which get impacted by such black swans, cannot be predicted. But that does not stop analysts and all the talking heads on TV from making predictions (predictions for 2008 etc etc)

Now one can argue that some prediction do come through. Well, you don’t have to be a guru for that. Just take some events, toss a coin and make a prediction based on the toss. You will be right 50% of the time. Analysts and TV gurus are worse than that in terms of their success rate. There are numerous studies supporting it, so you don’t have to take my word for it. Try this on your own – write down some predictions you hear this year and check back a year later.

Why are we suckers for this? because we want to resolve uncertainity and anyone who can or claims to provide visibility to the future is sought out (we do have astrologers !) . The author terms this as the narrative fallacy.

Personally, I stopped looking at predictions, analyst estimates, top picks/ hot picks etc etc long time back. If I want to be entertained I would rather watch a movie or a cricket match!

A logical question is how to invest if you do not predict. Does developing a DCF not amount to forecasting a company’s cash flow? Well it does. The difference is between a macro and a micro forecast. Forecasting a company’s cash flow is much easier than forecasting the direction of the stock market. If you know the company well, it is in your circle of competence, and you can figure out the few key variables driving the cash flow of the company then it is possible to arrive at a reasonable estimate. Will it be accurate? I don’t think so. However if you are conservative in your assumptions (don’t assume 50% growth rates) then the impact of the negative surprises would be minimal. I would not worry about positive errors (cash flow more than forecast) as I will gain from it. In addition, if you buy at a discount to the estimate of the intrinsic value (margin of safety concept), then you are protected further from errors in the forecast.

Compare this approach with macro, top down forecast. If some one says – infrastructure stocks will do well because infrastructure spending is to increase by 50%. In addition to all the stock specific factors, you thesis is also dependent on the increase in the spending which in turn depends on multiple factors. The more variables in the investment idea, the more there is a chance of something going wrong. In addition, you will also pay more for such an optimistic scenario. So if the macro forecast or something else with the company goes wrong, the losses can be severe.

HPCL – a quick review

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I had written about HPCL earlier (see here). To recap, my main thesis was as follows.

HPCL now sells at around 9000 crores. The EV is around 10000-11000 crores at best. The replacement value of the assets is around 25000-30000 crs. The company is selling at 25-30% of replacement value, which can reduce due to the following reasons

1. The company is currently engaged in diversifying its revenue streams via various initiatives and reduce the impact of the pig headed policies of the government. These initiatives are lube marketing, Gas distribution and retail initiatives and oil trading and risk management. The market is currently not valuing any of these real options.
2. The GRM and net refining margins are at their lowest. Going forward the worst case sceanrio is that they would remain at the same level. If that is the case, the bottom line should still improve as the various company intiatives take effect (see page 53 of Annual report)
3. The 9 MMT refinery and expansion of Vizag refinery to 15 MMT and export of the petro-products and E&P activities should help the company improve its margins going forward.

So what is the situation now ? Well the company is selling at around 400 Rs/ share and the gap has now reduced to around 40% of replacement value. It is easy to declare that the original thesis has been validated. However although I think that the above reasons are still valid, they are not responsible for the reduction in the gap. I expected these reasons to play out over 1-2 years. However in the current bull run, each and every listed stock is rising almost every other day. HPCL is no different. That said, I am not complaining if I have been lucky.

These are interesting times in the market. The market is now at a PE of almost 27. Almost 1000+ stocks are now at a 52 week high and any stock which one could have picked in the last 6 months has risen. I cannot speak for others, but for me it is time to be cautious. Frankly I am having diffculty finding good ideas. It has almost become like searching for a needle in a haystack. However for me doing nothing is better than doing something stupid.

Disclosure: I have a position in the stock. As always please see the disclaimer too.

Reading the Book – The Black swan

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I am currently reading the book – The Black swan by N N Taleb. This is a great book on low probability, high impact events which are termed as black swans.

I am still in the middle of this book. One key point which I came across is ‘confirmation bias’ on which the author has devoted a complete chapter.

The basic idea behind confirmation bias is that once we make a decision, we tend to look for evidence to confirm it. As a result we tend to ignore any negative information which could refute our decision. As a corollary to this concept, any additional information is of no use as it would only re-inforce the decision and not add any more value to the decision making process.

Like others, I am equally susceptible to this bias. My approach to reduce its impact is to write a single page thesis on an investment idea and sometimes post it on my blog. I try to gather negative information and also prefer to get negative feedback on my idea. That helps me in wieghing all negative information and arrive at a better decision (hopefully).

I am not sure if I have been entirely successfull in it, but I have rejected a few ideas after selecting them, once I was pointed out some key information (which I had missed out). In a few other cases, the negative information, which I had missed earlier resulted in reducing my estimate of intrinsic value for the stock – for ex: I missed the impact of liabilities in the case of VST. As a result I ended up taking a smaller position

And I am out !

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For sake of disclosure, let me say that I have started exiting my position in MRO-TEK. The stock is almost at 95 and has shown an 80% rise in the last one month. It is now above my calculation of intrinsic value for the stock.

I can see the thrill of momentum investing – instant gratification. In spite of the thrill, I am not planning on changing my approach which I understand well, and have become comfortable with, over the years. In general I have seen my picks rise and approach intrinsic value in 1-2 years. That allows me to analyse the company in detail and build a decent position. Sometime I have been able to even average down on the stock as the price went lower and I developed a better understanding of the company.

A case like MRO-TEK is not really suited to my style of investing. Too soon, too fast. If the stock moves up very fast, I lose interest if it crosses my buy levels as I cannot complete the analysis and would hate to create a big position without understanding the company in depth. This approach is ofcourse contrary to most investors. However I do not have such an approach for the sake of being contrary or just because it is a smarter approach. It is just that with my time constraints and risk aversion, I prefer to analyse a company in detail before I invest in it.

Will the stock go higher …? I have no clue and am not planning to play the stock on that.

As always, please read my disclaimer

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