Day: January 9, 2009

The Cost of Reputation

Or, more accurately, the cost of caring about your reputation.

My recent article on Risk Management for Beginners closed with some unrigorous speculation about the peculiar incentives of fund managers, who are consistently well compensated in decent and good years and, in bad years, lose their clients’ money and move on to start a new fund. Steven Malliaris and Hongjun Yan have a paper on this topic entitled “Nickels Versus Black Swans:” “nickels” being the typical hedge fund strategy of making a small but consistent return with a small risk of a huge loss, and “black swans” being Taleb’s preferred strategy that makes a small but consistent loss with a small risk of a huge gain.

Simplifying the model, the problem with a black swan strategy is that by the time the huge gain rolls around, you the manager have already been fired (your clients have withdrawn their money) because of your consistent losses. The result is overinvestment in nickel strategies and underinvestment in black swan strategies – even when the latter have a higher expected return. This result holds even when you assume that the investors are sophisticated, because the key factor is the reputational concerns of the fund managers themselves.

Malliaris and Yan also show that the system can reach multiple equilibrium points: the system can be in one equilibrium where most hedge funds are pursuing suboptimal strategies, and then suddenly shift to another quickly, meaning that the hedge fund industry does not allocate capital as efficiently as one might imagine. This might help explain why (a) everyone is saying that AAA-rated mortgage-backed securities are underpriced yet (b) no one is buying them.

This paper might be seen as simply translating common sense into mathematics. Seen another way, though, it helps explain why individually rational behavior (by fund managers) does not produce the efficient outcomes you learn in first-year economics.

Paulson v. Buffett

Bloomberg has a new story out comparing the investment terms achieved by TARP with those achieved by Warren Buffett when he invested $5 billion in Goldman back in September. The results aren’t pretty for the U.S. taxpayer: the government received warrants worth $13.8 billion in connection with its 25 largest equity injections; under the terms Buffett got from Goldman, those warrants would be worth $130.8 billion. (The calculations were done using the Black-Scholes option pricing formula, which has its critics, but which I think is still a good way of estimating the relative difference between similar options.) That’s on top of the fact that TARP is getting a lower interest rate (5%) on its preferred stock investments than is Buffett (10%), which costs taxpayers $48 billion in aggregate over 5 years, according to Bloomberg. The difference in the value of the warrants themselves is due to two factors: (1) Treasury got warrants for a much smaller percentage of the initial investment amount; and (2) those warrants are at a higher strike price – the average price over the 20 days prior to investment, while Buffett got a discount to market price on the date of investment.

The comparison isn’t a new one – we recommended that TARP emulate Buffett back in October – but Bloomberg’s analysis has put the performance gap in striking perspective. Simon has a quote in the article, using the word “egregious,” but the really harsh words came from Nobel prize-winner economist Joseph Stiglitz, who said, “Paulson said he had to make it attractive to banks, which is code for ‘I’m going to give money away,'” and “If Paulson was still an employee of Goldman Sachs and he’d done this deal, he would have been fired.”

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