Sunday, February 17, 2013

Do Facts Speak for Themselves?

Last week Matthew Yglesias posted a graph at Slate without comment.  It was a FRED graph of "Federal government total expenditures" (Graph 1) and it is a graph that almost has a 90 degree angle.  He said that it speaks for itself.  This reminded me of a lesson that my Professor, Dr. Thomas Rustici, was teaching earlier that week: Facts always speak for themselves, but their meaning is always contextual.

Graph 1


I think this is actually a somewhat misleading graph, which would make this a fact that doesn't speak very well for itself because it is measured in nominal dollars.  If you turn Graph 1 into real dollars (using the consumer price index) you get Federal Government Spending in real dollars.

Graph 2


Graph 2 looks similar to Graph 1, but it is not close to a 90 degree angle.  In some ways, it is more frightening because the recent past looks more like an exponentially increasing function.

Graph 3


The spike in Graph 3 is not the stimulus year of 2009, but rather 2008.  2008 featured a robust Federal budget and several emergency stimulus measures designed to stem the recession.  There was a major tax rebate, but also major spending initiatives including ~300 billion to sure-up Fannie Mae and Freddie Mac, ~700 billion to sure-up the U.S. financial system.  The kink in the downward slope after that spike is 2009 which included the Obama Stimulus.

I bring up Presidents because these graphs are inherently political.  Congress appropriates funds for the Federal Government and the President signs or does not sign those appropriations.  All of these expenditures are painstakingly political.  Here is another graph breaking these expenditures down by Presidential term, averaging the year-to-year difference for their number of years in office.

Graph 4


This has now become a different shape than what we started looking at.  It is essentially still the same information (they are all increasing government spending), but organized in a different way and now it shows something different.  I'll let you draw conclusions from these graphs.  Does it mean that Republicans are bigger spenders than Democrats?  Does it mean that a divided Washington spends less?  Does it depend on which party controls which branch?  These graphs certainly invite these sorts of questions.  Facts always speak for themselves, but they don't say more than the fact.  It is our job to use theory, reason, logic, and fact to make arguments.  That is what Mr. Yglesias, and every economist, makes his living doing and what students such as myself practice and aspire to do effectively.

Graph Four



Graph four is another set of facts.  Please feel free to tell me what it means.

Thursday, January 3, 2013

Top Economists of 2012

Election years seem to be challenging for economists, although many seem to make the most of them.  Economic analysis is generally quite complicated and often starts out with the words, "It depends."  These answers are terrible in the segmented world of television and radio.  The general public wants concise answers that say this is good because blah blah blah and this is bad because blah blah blah.  On the one hand 2012 was great because so many people are interested in talking about topics that economists study, but on the other hand most people still just want the headline rather than the story.

 
Paul Krugman (photo: Zé Carlos Barretta)

Part of this task is determining who is an economist and who is not.  I have made an editorial decision not to include economists that were most famous for being elected politicians.  There are other dilemmas, such as central bankers.  I have decided to leave them in as they are often also academic economists, and while there are political aspects to the job, it is inherantly an post concerned with monetary economics.  The other major dilemma this year is Nate Silver.  He had a spectacular surge in popularity based on his election prediction blog with The New York Times and has a new book out called The Signal and the NoiseHe is often referred to as a statistician because he uses those skills frequently in his writing, but he majored in economics at the University of Chicago.  I've decided to include him, but he blows out my stats on the other economists.  What a year he's had!



Top Economists of 2012:
 
rank.  name, institution (rank last year)
 
1.   Nate Silver (NR)
2.   Paul Krugman, Princeton University (1)
3.   Ben Bernanke, Federal Reserve Board of Governors (4)
4.   Amartya Sen, Harvard University (5)
4.   Thomas Sowell, Hoover Institute (9)
6.   Mario Draghi, European Central Bank (3)
7.   Joseph Stiglitz, Columbia University (9)
8.   Alan Greenspan (7)
8.   Robert Reich, University of California - Berkeley (9)
8.   Walter Williams, George Mason University (9)
11. Daniel Kahneman, Princeton University (NR)
11. Nouriel Roubini, New York University (7)
13. Mark Carney, Bank of England (NR)
13. Simon Johnson, M.I.T. (16)
13. Robert Lucas, University of Chicago (18)
13. Jeffrey Sachs, Columbia University (16)
17. Brad DeLong, University of California - Berkeley (23)
17. Peter Diamond, M.I.T. (19)
17. David Friedman, Santa Clara University (19)
17. Robert Merton, M.I.T. (19)
21. Dean Baker, C.E.P.R. (NR)
21. Gary Becker, University of Chicago (25)
21. Mervyn King (19)
21. Greg Mankiw, Harvard University (25)
21. Raghuram Rajan, University of Chicago (NR)
21. Robert Shiller, Yale University (23)
21. Vernon Smith, Chapman University (NR)
21. Lawrence Summers, Harvard University (14)
29. Daron Acemoğlu, M.I.T. (NR)
29. Olivier Blanchard, I.M.F. (NR)
29. Tyler Cowen, George Mason University (25)
29. Esther Duflo, M.I.T. (NR)
29. Steven Levitt, University of Chicago (25)
29. Thomas Sargent, Seoul National University (NR)
29. Michael Spence, New York University (29)
 
The rankings were calculated on December 31, 2012.  Elinor Ostrom was removed from this list due to her death this past June.  She will be missed and remembered.  There are also (as ever) a number of great economists that unfortunately have names that are not the number one or obvious google search.  That list includes John Taylor, Kevin Mitchell, Robert Hall, Justin Lin, and others.  Please feel free to add more names in the comments.  To acquire the rankings, I simply used the Google Trends website.  Although Nate Silver was first, I used Paul Krugman and Mark Carney as the base individuals and ran all the economists I could think of.  I'm sure I missed some good people.

Wednesday, December 12, 2012

Is Bitcoin the Future of Currency?


Bitcoin is a private digital currency that was developed in 2009 as an alternative to the major currencies of the world. It is not centrally managed, but it is issued through a small number of licensed websites. The coins are ‘mined’ by individuals who solve difficult proofs-of-work. These algorithms are generally to be released in a certain pattern that will have them all published by 2140.

One of the largest exchanges and banks of Bitcoins is the website Mtgox.com. It is also one of the most infamous. In June 2011, the website was hacked and the accounts of its users were compromised. This led to a reported ฿500,000 stolen. This hack led to a suspension of trading and severely damaged the reputation of Bitcoin. The hack also coincided with the largest bubble in the currency’s trading history with exchange rates over $30/฿1.

Table 1
 
 
Central banking is all about communication. Central bankers attempt signal their currencies value, or to signal changes in their currency’s value. This is similarly true for alternative currencies such as Bitcoin. Because Bitcoin emerged without a reputation, a large part of its first signal was and is signaling the public on its process, and the value supposed by that process. A large part of the attractiveness of Bitcoins is both their scarcity and the mechanism that ensures their continued scarcity. Bitcoins are only created by creating new blocks. The proofs which create these blocks are designed to become more difficult if they are being found more quickly than the design approves. Bitcoins ultimately have a grand total, when there will not be additional ones created. This is meant to signal a firm scarcity that is guaranteed by the logic in the computer programming.
The Central Bank of Bitcoin tells what the final number of Bitcoins will be. This is somewhat unique in the currency world. Even the gold standard does not pretend that there is a known fixed amount of gold, nor that the price of gold will not float (if not relative to the currency) relative to all other products and market factors. The final number of a fiat currency is always (impractically) infinity. Monetary policy makers always have an infinite amount of currency to perform currency operations. This makes attempting to work against the Central Bank a hopeless task in a fiat currency, which has its own value. In practice, currency’s collapse long before infinity and the downfall of fiat currencies are often attempting to inflate away national debts or economic depression. This is because while country’s with fiat money supplies are not subject to runs on a gold standard, they are still subject to balance of payment deficits which are often (at root) caused by severe national debts.
While managers of fiat money do not publish the final number of currencies that they will create, or know the final number of currencies that they create; they do carefully track the amount of money in the economy. They also keep careful track of the monetary base. In the United States, the recent increase in the monetary base was a large cause of fear for inflation, as it tripled in the course of a couple years. Many individuals have predicted strong inflation of the U.S. dollar because of this factor. This inflation has been, in part, tempered by a fall in the velocity of money (Table 3), and by paying interest on excess reserves, which has kept large sums of money out of actual circulation (Table 4) and other factors.

 Table 2
 
 

These predictions of inflation are based on fiat money’s price being a function of supply and demand. If demand remains static and has a 45 slope, the price should fall by two/thirds. However, there are many things that go into the demand for currency. One is the velocity of money, which has fallen considerably during recession and has continued through the recovery (table 4). Another is a lurking variable within the supply, excess reserves being held by banks at the Federal Reserve. At the moment, the U.S. dollar has somewhat low inflation, even below the inflation target set by the Federal Reserve of 2% (annual).

Table 3
 

Table 4

There are three essential purposes to money: a medium of exchange, a unit of account, and as a store of value. Inflation hawks are essentially concerned about the latter. Bitcoin is created as competition primarily on these grounds. They are concerned almost exclusively with controlling the supply, but claim that because the currency is infinitely divisible, “there is no fear thatwe won’t have enough Bitcoins to deal with an ever expanding economic base of Bitcoin-denominated transactions.” This could also be described as attempting to make the most out of deflation. Deflation is terrific if you are currently holding that currency, but this end game only lends more credence to criticism that Bitcoin is ultimately more of a Ponzi scheme than alternative currency.

One of the major problems with Bitcoin is that despite the fact that it is upfront about the total number of Bitcoins that can be created, and about the mechanism by which new Bitcoins are created, it is very opaque about everything else. Its’ founding and transactions were and are completely anonymous which is attractive for some, but can also be a source of information asymmetry. Secondly, because its trade is so limited outside of the few exchanges, one can argue that it is not even meeting the first definition of money: a medium of exchange. Indeed even on the most popular Bitcoin trading website, daily trading volumes are typically below฿100,000. These low volumes, and low numbers of exchanges have created interesting results. There are different values for Bitcoins on different exchanges. On November 28, 2012: btc-e.com has a spot price of $12.125/ ฿1, bitstamp.nethas a spot price of $12.16/ ฿1, campbx.com has a spot price of $12.2/ ฿1,bitfloor.com has a spot price of $12.32/ ฿1, and the largest exchange mtgox.comhas a spot price of $12.32/ ฿1 as well. All of these exchanges are on the internet, and there are low transaction costs associated with Bitcoins. It stands to reason that a properly functioning market would eliminate these obvious opportunities for arbitrage easily. It seems to me that these are not perfectly efficient markets, but perhaps there are frictions that are not obvious.

So Bitcoin may not may not be ready for prime time yet, it is continuing and that is its own victory. It has been modestly succesful so far and because of the improbability of that success makes it all the more amazing.
 

Works Referenced:
Koss, Chris and Mike Koss.  “A Bitcoin Primer.”  Coinlab.com.  January 1, 2012.
http://coinlab.com/pdfs/a-bitcoin-primer.pdf.  Web. (last retrieved 11/28/12).
Mick, Jason.  “Inside the Mega-Hack of Bitcoin: the Full Story.”  The Daily Tech.  June 19, 2011.
Web.  (last retrieved 11/28/12).
Mishkin, Frederic.  The Economics of Money, Banking, and Financial Markets.  New York: Pearson.  2006.
Print. (7th Edition)
Nakamoto, Satoshi.  “Bitcoin: A Peer-to-Peer Electronic Cash System.”  Bitcoin.org.
http://bitcoin.org/bitcoin.pdf.  White Paper.  (last retrieved 11/28/12).
Thornton, Henry.  An Inquiry into the Nature and Effects of the Paper Credit.  Philadelphia: James
Humphreys.  1807.  Print.
Bitcoincharts.com.  “Mt. Gox.”  < http://bitcoincharts.com/charts/>.  Web.  (last retrieved 11/28/12).
European Central Bank.  “Virtual Currency Schemes.”  Frankfurt: European Central Bank.  October 2012.
11/28/12).
FRED.  Saint Louis: Federal Reserve Bank.  < http://research.stlouisfed.org/fred2/>.  Web.  (last retrieved
11/28/12).