Thursday, April 30, 2009

The Black Swan and Pandemic Flu

From wikipedia: "The Black Swan theory (in Nassim Nicholas Taleb's version) refers to a large-impact, hard-to-predict, and rare event beyond the realm of normal expectations. Unlike the philosophical "black swan problem", the "Black Swan" theory (capitalized) refers only to events of large consequence and their dominant role in history. Black Swan events may also be called outliers.

For instance, a simple model of daily stock market returns may include extreme moves such as Black Monday (1987) but might not model the market breakdowns following the September 11 attacks. A fixed model considers the "known unknowns", but ignores the "unknown unknowns"."

While as the old adages go "history repeats itself" and "those who don't learn from history are doomed to repeat it" The black swan theory gives a valuable lesson on expecting the unexpected. When too much of the world gets explained with mathematical models and complex computer modeling; much is based on the "known knowns" and the "known unknowns". The flaw in the complex models that modern finance operates under is that too much gets boiled down into complicated derivative equations that attempt explain varying amounts of chaos. Mortgages were packaged and then repackaged in complex instruments to reduce risk. The fuzzy math of derivative logic was to assume that we take the worst modern housing decline on record and add a little to it to be safe and use it as our worst case scenario. Little did the mathematical wizards that came up with these instruments realize that they themselves created a bubble of easy credit that would cause the worst housing contraction since the great depression. This was the "unknown unknown".

Now applying this same logic to the current swine flu outbreak, we must wonder what the "unknown unknowns" could be. Computer models are often used in preparation for an outbreak of pandemic flu. In allocating resources to preparedness it is critical that we try to model the possibilities. Most of these doomsday, worst case scenarios are viewed through the prism of the 1918 pandemic. But what are the "unknown unknowns". We know diagnosis and treatment is a quantum leap ahead from 1918. But so is global travel. A tortilla vendor in Mexico City sneezes on a tourist who flies back to Amsterdam that day and the snowball starts rolling down the hill. But that is a "known unknown", and I'm sure some bean counter has factored that into their actuarial table at the insurance firm. We need to concern ourselves with what we are not prepared for, hopefully we will not experience the "black swan" pandemic in our lifetimes.

Chrysler Bankruptcy or just another bailout.


When we begin to talk about systemic risk, and being not only to big to fail but too interconnected to fail, we barely seem to scratch the surface.
During President Obama's press conference today on the bankruptcy of Chrysler we heard the familiar talking points of shared sacrifice. But under the veil, the real sacrifice is from the tax payer.
Chrysler bond holders would not except the deal the government was pushing an getting less equity in the company than the union. Why would they. Large bond holders purchase insurance on their holdings using a complex derivative instrument called a credit default swap. If the company cannot repay the debt the credit default swap will make bond holders whole. So with a hedge why would you agree to smaller equity stake when you can go to bankruptcy court and get better terms.
Here in lies the rub. One of the largest issuers of credit default swaps was AIG also J.P. Morgan (TARP recipient) is a major player. The US government is on the hook for over $150 billion of them. Many of them that cover both Chrysler and GM. So essentially the government is on the hook for guaranteeing the Credit default swaps and negotiating an equity stake in the new emerged Chrysler with the creditors. And who are the creditors? Many of them are the usual suspects, large money center and regional banks that have already taken TARP funds. Don't expect things to get better anytime soon. GM still has to negotiate with it's creditors.
When institutions get to big or interconnected to fail all that is left to fail is the government and the tax payers are left with the bill.