Archive

Investing

I would argue that only steps 1-8 are necessary for your own bottom-up analysis.  You can live without step 2.  Also understand that your results from step 3 are likely to be wrong – don’t let a fancy model fool you into thinking you can predict the future.  Building a model is helpful for understanding the business and getting some sense for what is priced in so I don’t advocate skipping it entirely.

Link

Fantastic infographic outlining the general thought process around early stage investments.  Yes it’s a simplification but it’s a damn good outline. (link)

  • Team
  • Product
  • Traction
  • Market Opportunity
  • Valuation
  • Funding
  • Etc.

I especially like the “three asses rule”:

  1. Smart ass team
  2. Kick ass product
  3. Big ass market

From Dan Primack’s daily Term Sheet email, this is hilarious:

*** Dear GPs: Prospective limited partners look at your social media accounts to see how much time you appear to be working, and how much you appear to be skiing, etc. Same goes for VCs doing due diligence on entrepreneurs.

Although I’ve never looked at a GP / entrepreneur’s social media accounts (other than LinkedIn) I think I’m going to start…

Sage advice from the sage himself.  In my opinion he saved his best advice for last:

  1. The investment management business creates no value, but it costs, in round numbers, 1% a year to play the game.  In total, we are the market, and given the costs, we collectively must underperform.  It is like a poker game in which the good player must inflict his costs and his profits onto a loser.  To win by 2%, you must find a volunteer to lose by 4%. Every year.
  2. In a zero sum world, hedge funds in total merely increase investment fees.
  3. Most stock markets are approximately efficient at the stock selection level and probably getting more so.
  4. Transaction costs and management costs are certain, but anticipated outperformance is problematical.
  5. Given the above, within single asset classes indexing is hard to beat, and relative passivity is not a vice.
  6. Therefore, indexing must surely squeeze out active managers until it represents a substantial majority of the business.  Remember, it is the worst players who drop out of the poker game to index.  The standard of the remaining players, therefore, rises … and rises … but, fortunately, for us, beginners continue to join the game.
  7. Indexing is held at bay only by the self-interest of the players or agents, as opposed to the real investors.  The outside managers want fees, and the hired guns want a job that looks demanding.
  8. More recently much of what passes for outperformance or alpha in hedge funds (and private equity for that matter) is merely leveraged market exposure.
  9. Asset allocation is intellectually easy to get right because mean reversion is a reality, and new paradigms almost always an illusion.  Asset class mispricing is sometimes so large it simply cannot be missed.  (35 P/E in March 2000).
  10. However, in asset allocation timing uncertainties can be longer than clients’ patience, introducing large career and business risk.
  11. Historically, equity investors have overpaid for excitement or sex appeal:  growth, profitability, management skills, technological change, and, most of all, acceleration in the above.
  12. Bodies in motion tend to stay in motion (Newton’s First Law).  Earnings, and stock prices with great yearly momentum, tend to keep moving in the same direction for a while.
  13. Everything concerning markets and economies regresses from extremes towards normal faster than people think.  Factors that regress include sales growth, profitability, management skill, investment styles, and good fortune.
  14. One of the keys to investment management is reducing risk by balancing Newton (Momentum and Growth) and regression (Value).
  15. Growth companies seem impressive as well as exciting.  They seem so reasonable to own that they carry little career risk.  Accordingly, they have underperformed for the last 50 years by about 1½% a year.
  16. Value stocks, in contrast, belong to either boring, struggling, or sub-average firms.  Their continued poor performance seems, with hindsight, to have been predictable, and, therefore, when it happens, it carries serious career risk.  To compensate for this career risk and lower fundamental quality, value stocks have outperformed by 1½% a year.
  17. Real risk is  not accurately measured by beta or volatility, which is compromised by a positive correlation with other characteristics, such as growth, excitement, liquidity, and analyst coverage, which are valued as ‘goods’ and reduce career risk.  The good news is that they don’t take Nobel Prizes back.
  18. Real risk is mainly career and business risk, which together shape our industry.  Efforts to reduce career risk – “never, ever be wrong on your own” – create herding, momentum, and extrapolation, which together are the main causes of mispricing.
  19. There is no small cap effect, price/book effect, or stock vs. bond effect, only a cheap effect.  The current price tag is always more important than historical averages.  (Stocks don’t beat bonds because it is divinely ordained – Jeremy Seigel’s Stocks for the Long Run – but because they are usually priced to outperform.  Today, for example, they are not.)
  20. The stock market fluctuates many times more than would be suggested by its future stream of earnings and dividends or by the GNP, both of which are historically remarkably stable: i.e., the market is driven by greed, fear, and career risk, not economics.
  21. Inflation is the primary influence on P/E levels in the equity markets however illogical that may be for a real asset.  The correlation coefficient is -.73 in the U.S.:  low inflation ‘explains’ or is coincident with high P/Es.
  22. But since inflation is probably mean reverting, and certainly unstable, buying when inflation and interest rates are low and P/Es are high will mostly be painful.
  23. Size of assets under management is the ultimate barrier to successful investing.  As assets grow, you are forced either to pick increasing numbers of decreasingly good stocks or to buy larger, indigestible positions of your original holdings.  The investment business is the perfect example of the Peter Principle: do well with $500 million, and they’ll give you $5 billion.
  24. In the good old days, little talent came into the business as belief in efficient markets discouraged serious quants in particular.  Now finance professors run quant shops and vastly more talent is drawn into the business, painfully increasing competition.
  25. Quantitative investing is to traditional investing as the written word is to the spoken: you believe it more and can march confidently off the cliff.
  26. Quants also find it irresistible to put in just one more variable and risk drowning in data mining.
  27. Quants naturally prefer the mathematically neat to the rugged and simple.  A sign on every quant’s wall should read:  “There are no points for elegance!”
  28. For quants, the advantage lies in their ability to handle complexity with speed and consistency. Quants also never fall in love with a stock – just methodologies.
  29. The most critical advantage for quants, though, is that they can build on the past, remember mistakes, and pass on all their accumulated knowledge.
  30. 90% of what passes for brilliance or incompetence in investing is the ebb and flow of investment style (growth, value, small, quality).
  31. Since opportunities by style regress, past performance tends to be negatively correlated with future relative performance.
  32. Therefore, managers are harder to pick than stocks.  Clients have to choose between facts (past performance) and the conflicting marketing claims of several potential managers.  Practical clients will usually feel they have to go with the past facts.  They therefore rotate into previously strong styles that regress, dooming most manager selections to failure.
  33. Getting the big picture right is everything.  One or two good ideas a year are enough.  Very hard work gets in the way of thinking.

Howard Marks’ letters are always a treasure trove of good investment advice; his latest letter is especially good ( Howard Marks – “Ditto” ).  If you like this letter, or are at all interested in investing (particularly value investing) you should read his book The Most Important Thing.  

A few highlights:

  • Investor psychology is perhaps the biggest driver of security price fluctuations (the underlying fundamentals generally don’t change THAT much, THAT fast
  • Over the years, I’ve become convinced that fluctuations in investor attitudes toward risk contribute more to major market movements than anything else.  I don’t expect this to ever change.
  • Much (perhaps most) of the risk in investing comes not from the companies, institutions or securities involved.  It comes from the behavior of investors.
  • Good assets can deliver poor returns and poor assets can deliver superior returns – it’s not the asset quality that determines investment risk.  The bottom line on this is simple.  No asset is so good that it can’t be bid up to the point where it’s overpriced and thus dangerous.  And few assets are so bad that they can’t become underpriced and thus safe (not to mention potentially lucrative)
  • The price of an asset is the principal determinant of its riskiness”.  Since participants set security prices, it’s their behavior that creates most of the risk in investing.
  • Becoming more and less risk averse at the right time is a great way to enhance investment performance.  Doing it at the wrong time – like most people do – can have a terrible effect on results
  • In bad times securities can often be bought at prices that understate their merits.  And ing good times securities can be sold at prices that overstate their potential.  And yet, most people are impelled to buy euphorically when the cycle drives prices up and to sell in panic when it drives prices down
  • To be a successful contrarian, you have to be able to:
      •  see what most people are doing
      • understand what’s wrong about most people’s behavior
      • possess a strong sense for intrinsic value, which most people ignore at the extremes
      • resist the psychological pressures that make most people err, and thus
      • buy when most people are selling and sell when most people are buying

 

This is just the tip of the iceberg, if you find this interesting it’s worth your time to read the entire letter.

Great lecture from Chamath Palihapitiya. Relevant to any early stage business.

I like his simple framework for growth:
Acquisition (how do you get people in the front door?)
Activation (how do you get an “a-ha” moment from the user as quickly as possible?)
Engagement (how do you deliver core product value, keep them coming back?)
Virality (don’t even think about this one until you’ve figured out the first 3)

It’s based on a continuous cycle of measuring, testing, and trying new things (see Lean Startup).

I also like his term for trying your own product “Dogfooding” (i.e. eating your own dog food).

image

If only US Treasuries came with this kind of warning label.  Poor time to be buying longer duration USTs (loaning money to the government); on the flip side, it is a GREAT time for the US Gov. to borrow money / refinance their debts.  Keep in mind, over the long haul the 10 year UST averaged about a 5% yield (with some pretty massive swings).  Even if rates get halfway to their long term average you’re looking at an 8% discount to par.  Pretty lousy returns for what is widely viewed as a “risk free” asset.

Source: WSJ

Looks like the long Lumber short Orange Juice trade would have made you a bundle in 2012.  Was there anyone out there that saw that coming?

Also, it looks like the Japanese were much better at debasing their currency / inflating their stock market than their American counterparts.  Oh well, better luck in 2013!

Postscript: it turns out the chart embedded below updates automatically, so it is no longer illustrative of the post above…

Science of hitting

One of the most fundamental rules of investing is “to wait for the fat pitch”.  That is, wait for an opportunity to hit the ball out of the park.  Simple enough right?  Not really – most investors find it hard to do nothing, even when there really aren’t that many good investment opportunities.  Professional investors find it especially difficult to “do nothing” because they believe they’re being paid to do something.  Well, in the world of investing, doing nothing is in fact doing something and professional investors don’t get paid for activity, they get paid to be right.  If the right thing to do is not swing at the pitch then don’t swing at it.  Your client is not going to care how “active you were” if you lost half their money.

Warren Buffet famously quips that he only really needs one good idea a year.  Jim Rogers, another famous investor, says “don’t invest until you see the money lying there on the floor”.  “Wait for the fat pitch” is in fact one of Jeremy Grantham’s core tenants of investing.

It’s sounds easy but it’s not.  Humans are hard-wired to act – especially when they see other people getting rich making “easy money” in the stock market.  It’s at this point that you have the strongest emotional urge to act – resist!  For it is also at this point that the risk of losing money has increased.

This is the closest finance comes to having “a law of gravity” – the more expensive an investment becomes, the less return it can provide.  If you see other people have gotten rich from it, it’s probably too late for you.  While there are always exceptions, a good rule of thumb to keep in mind is “be fearful when others are greedy and greedy when others are fearful”.

In baseball you only get three strikes.  In investing you can take as many “strikes” as you need until you see the fat pitch.

Not surprisingly Warren Buffet sums it up best (excerpt from his 1997 Berkshire Hathaway Chairman’s Letter):

In his book The Science of Hitting, Ted [Williams] explains that he carved the strike zone into 77 cells, each the size of a baseball. Swinging only at balls in his “best” cell, he knew, would allow him to bat .400; reaching for balls in his “worst” spot, the low outside corner of the strike zone, would reduce him to .230. In other words, waiting for the fat pitch would mean a trip to the Hall of Fame; swinging indiscriminately would mean a ticket to the minors.

       If they are in the strike zone at all, the business “pitches” we now see are just catching the lower outside corner. If we swing, we will be locked into low returns. But if we let all of today’s balls go by, there can be no assurance that the next ones we see will be more to our liking. Perhaps the attractive prices of the past were the aberrations, not the full prices of today. Unlike Ted, we can’t be called out if we resist three pitches that are barely in the strike zone; nevertheless, just standing there, day after day, with my bat on my shoulder is not my idea of fun”