Wednesday, 29 February 2012

How much profit will the sale of Northern Rock make?

Short Answer, approximately £0.

So the UKFI argue that the sale will be completed for somewhere between £46-48bn, and that the cost of the bailout was £37bn bailout. Sounds like everyone's a winner, right?

Wrong!

Now, before I go any further, I want to make it clear that I don't see this analysis as having any normative significance. I don't think the fact that the sale won't generate a profit means that the bailout should not have occurred. As for whether the sale to Virgin should have occurred, (its worth noting all the 'profit' -ie where the return to the Govt exceeds what the Govt put into it-comes not from the Virgin sale but from winding down the rest of the company) I gather from scanning the report that there were other complicating factors involved that required the Govt to make a deal.

The point is this: an £11bn return after a 10 to 15 year period on an investment of £37bn... looks a lot less attractive than before. On page 6 of the full UKFI report, we see:
"However, this cash is expected to be returned over a period of around 10 to 15 years from 2012 as
Northern Rock (Asset Management) plc is run-down and the remaining Government loan is repaid. This
is equivalent to receiving an annual rate of return on the Government’s intervention of 3.5% to 4.5% per
year and compares to the Government’s estimated notional annual funding costs during the period of
intervention of 3.9%"


In other words, the rate of return is about the same as the interest we've paid on the debt we borrowed to pay for the purchase. So we took on a huge risk, and have no profit to show for it.

(But, to be fair of course, letting Northern Rock go bankrupt would have been worse. However, anyone who tries to spin this as a huge victory for the government is clearly being deliberately deceptive).

Saturday, 18 February 2012

The Stimulus is Favoured by most economists

The IGM Forum produces a poll of a sample of the world's top Economists on a variety of issues. The sample includes a wide variety of opinions, including Alesina, Goolsbee, Acemoglu and many others. The results are supposed to be a quick glance at how the economics profession feels about any given topic. The sample size is 40, for obvious Central Limit Theorem / Law of Large Numbers related reasons. (The short version is that 40 is about the number when a population sample tends to become reliably reflective of the wider population, provided that you're not distinguishing the sample by too many variables).

This is just one of many, many interesting results. The overwhelming consensus among economists is that the stimulus created jobs. More importantly, I suppose, it is also by far the most commonly held view that the benefits outweighed the cost. 78% of those expressing an opinion pro or con said the benefits outweighed the costs. It is worth saying here however that the sample size is somewhat small, since almost 1/3 of those asked did not express a firm opinion either way.

Monday, 30 January 2012

Be Careful with Correlations

Hello one and all,

A friend of mine brought to my attention a blog post from Mike Webb (also a friend), arguing that there was a crisis in confidence in the UK Government. The blog post is a good attempt at rigour, but I'm afraid Mike fell into a simple trap.

The argument is expressed in detail here but I think a not unfair summary is this:

1. Uk Government yields have been closely correlated with Yields from European nations..
2. In the months leading up to May 2010, there was a steep dropoff in that Correlation
3. The most natural explanation for that is uncertainty over the outcome of the election.

Statements 1 & 2 are both true, and statement 3 seems reasonable at first glance. So I can say that I liked the blog post. I particularly liked the effort he went to to double check his findings by comparing across multiple regions - UK compared to Germany, France, Italy etc.

Unfortunately his conclusion, that there was mounting suspicion over UK solvency has only a very superficial link to the data. His predictions entail maximally that UK Government Yields climbed in these months. Minimally, his explanation entails that UK yields behaved in a way that was at odds with a wide range of countries in those months.

With a Bloomberg machine able to run correlations he checks only the correlations between different Governments' yields. Unfortunately, he doesn't bother to show us what happened to the actual yields themselves.

Here are UK Yields in the relevant time period (click on the image to see it blown up):





From the graph, we see that over the period UK yields moved up a bit, down a bit, and actually ended the period that he is referring to (January - April 2010) at about the same level, maybe a tiny bit up.

Now here are the European Yields that he is referring to:





Yes, falling yields, implying pessimism over the economy and as yet no worries about fiscal solvency.

The absence of any rise in UK yields is at least a worry for the argument that investors were getting jittery about UK solvency, Now, one could argue, I suppose: "Well, what happens if there was some, external international event that dragged those other yields down, and would have dragged UK yields down as well, if it weren't for solvency jitters?"

Well lets look outside of Europe for a moment:





Ah yes, they all went up, slightly.

In other words, the drop off in correlation he refers to is explained only by a decline in Bond Yields in European countries. One would be very hard pressed to argue that suddenly investors got jittery over UK yields- There's no actual evidence for this in the data whatsoever.

So next time you look only at correlations, remember to actually look at the things you're correlating, before you jump to any conclusions!!!

Tuesday, 24 January 2012

Scattershot Thoughts

Hello all,

Sorry I did a bit of a disappearing act there for a while, you know work happened, life happened.

Anyway, I think its about time for me to pen some thoughts about the future, what with it being the first of the month and all that, a great opportunity to pontificate & predict etc.

Well, politically of course 2012 is a big year - its election time in the States. Obama vs Romney/Gingrich/Santorum/

Well, the Republicans are doing an awfully bad job of choosing their nominee this year.

Anyway, in keeping with the spirits of this blog, which is trying to use models to predict political outcomes, we have a few different models which we can bring to bear on this:


  1. Median voter Theorem

  2. Economic Referendum

  3. The guy that's taller



So most readers of this blog will be familiar with 1. & 2., whilst 3. is the controversial theory based on the simple empirical observation that since the television was invented in the 1920s, the tallest guy has tended to win the U.S. presidential election.

Median voter theorem unambiguously predicts Obama. Obama places jobs above the deficit as his prime concern, like the majority of the population. Obama supports a balanced tax&cuts approach to the deficit, like the vast majority of the population. Obama supports action on climate change, like the majority of the American population. Obama supported the repeal of Don't ask, Don't Tell, like the vast majority of Americans. The list goes on. In fact, Obama's attempt to occupy all of the mainstream Conservative positions has been so succesful that its driven the Republican party into the fringes of its base. With a Gay Soldier being booed in a Republican debate for no reason other than being Gay. So, Median Voter Theorem definitely scores this for Obama.

The Economic Referendum theory is a bit less clear. The basic principle is that the election is treated as a referendum on how well the current president is handling the economy. Until recently, it was obvious this theory would have predicted Romney would walk away with it. However, a few tantalising hints at a recovery (but no actual recovery yet as far as I can see) would suggest that the answer is not obvious. Part of the problem is that the theory isn't as simple as "Unemployment <7% = Incumbent elected, Unemployment >7% = Challenger elected". Partly its about directional movements etc. I would say, that if the economy continues to improve and growth hits 2% +/- 0.3% then this would score it for Obama. Anything less than 1% scores it for Romney. Between 1% to 1.7% is ambiguous.

Mitt Romney is a shade taller, so the third theorem, that the taller guy always wins, would call this for Romney, by an inch.

I'm assuming Romney wins the Repub nomination, which looks likelier by the day.

Sunday, 1 January 2012

2012

I wanted to use the new year as an opportunity to pen some random thoughts about the new year. This is, afterall a blog thats supposed to be 1/3 about trying to use models to forecast the future and then using the data to improve the accuracy of our models.

So here are some thoughts:


Technology:

2011 has seen some really great additions to mainstream consumer web technology. Quora began to take off but still hasn't quite managed to make it mainstream. Google Plus exploded onto the scene but since then traffic trended downwards. Facebook continued its unabated storm to glory. Airbnb also had a break this year. Its more or less consolidated its dominant position now. Dropbox is supposedly running at a mental $5 Billion valuation! From a personal perspective, my friends have finally signed up in droves to twitter.

So, I think 2012 will be another hot year for tech startups. Facebook will IPO though, which will drive stock prices through the roof for a while before it all calms down again. The startups we come across this year will find that their success is made through their ability to forge real connections between people. Android's persistent growth will eventually begin to drive Google Plus this year I think - Google plus signups will stabilise and then begin to trend upward, slowly


Economics:

Unfortunately, all economists are predicting slow growth irrespective of their school of thought. Luckily for us however, the source of that slow growth varies and so we can therefore attempt to test some of the differences in views.


  • Austrians, like Ron Paul are predicting economic catastrophe, in the form of "unexpected inflation and a collapse in the value of the dollar".
  • British Politicians across the board have been predicting anaemic growth, although for different reasons. The Labour Party Line is that the Treasury Bond yields will fluctuate with the health of the economy (bad economy = low yields, and a strong economy will see higher yields). Conservatives are saying yields will stay low provided that the economy remains on top of its deficit.

Tuesday, 13 December 2011

Opportunity Costs of the Iraq War

Some of you have seen or heard my musings on this issue before. This Quora answer seems to have gotten some traction, so I reproduced it here:

What could America have bought and built for itself with the trillions of dollars spent in Iraq and Afghanistan over the last decade?
Nobel laureate economist Joseph Stiglitz places our war costs over $5T. A NY Times infographic (http://www.nytimes.com/interacti...) puts the tally at $3.3T. Leaving aside the politics of whether our money has been wasted, what could it have bought, had it been spent at home?

$3.3 trillion is a lot of $$.

For example it is equivalent to:

$60,000 for the poorest 50% of Households. (about 57,000,000 households)

End the Eurozone crisis by paying off Greece, Italy, Spain, Portugal and Ireland's national debt. (Together, their national debt's are just over $3 tril)

Endow over 100 new Harvard Universities (Harvard's endowment is $32 bil)

Guarantee Unemployment below 5% for the next 6 years, offering $40,000 a year to volunteer for charity. (13million unemployed, 9% of country)

About 150 Manhattan Projects (each costing about $24billion)