Month: July 2010

Will a helicopter drop of money stimulate aggregate demand?

I am happy to see Paul Krugman address the question.  He writes:

So why not forget about open-market operations, and just drop the stuff
from helicopters? Well, remember that at this point cash and short-term
bonds are equivalent. So a helicopter drop is just like a temporary
lump-sum tax cut. And we would expect people to save much or most of
such a tax cut – all of it, if you believe in full Ricardian
equivalence.

I hold a different opinion for two reasons.  First, cash and short-term bonds may be near-substitutes but they are not literally, strictly equivalent.  The nominal rate on T-bills is not exactly zero and furthermore you can't use a T-bill for every retail purchase.  The demand curve for real cash need slope down only slightly for a quantity theory result to hold.  After everyone spends the new cash balances, and prices rise, people end up with the quantity of real balances which they initially desired.  These equilibria have "knife-edge" properties, where "identical to T-Bills" and "nearly identical to T-Bills" do not bring the same results.  Tsiang showed this in a very good JMCB article on Friedman's optimum quantity of money, in the early 1970s and you might regard it as implicit in Bewley's Econometrica article on Friedman.

Second, after a helicopter drop no one need expect future taxes to be raised to retire the money (although maybe a sufficiently credible government could create such an expectation).  So there is no Ricardian motive to save the new cash, as Brad DeLong points out.  Indeed, if you think there is some chance that others will spend the money, raising the price level, you will want to spend your new cash soon, so as to preserve its value against forthcoming price inflation.  The resulting game-theoretic equilibrium, applying dominant strategies, again leads to higher prices, higher aggregate demand, and the desired quantity of real cash balances held.

Those are not the only possible cases (see the work of Fischer Black) but I take them to be the most sensible default cases.  Both indicate that a helicopter drop of cash will work fine in boosting aggregate demand.

The most likely scenario for no positive AD effect is simply that the helicopter drop is so small that no one expects a price level rise and thus no one expects an inflationary tax on the new cash, people (for bounded rationality reasons) treat the new cash as a transfer purely to themselves, the precautionary motive for saving is strong, and so the new money is simply held.  A larger helicopter drop should overcome that inertia, if need be.

Maybe these arguments are incorrect but they date from a consensus established in the mid- to late 1960s and early 1970s, much of it springing from Patinkin's book on money and the subsequent discussions thereof.  Krugman suggests this perspective is wrong, but he hasn't yet given me — or others — a reason to budge from it.

The Solow Model with Mathematica

In Modern Principles Tyler and I explain the Solow model of economic growth and show how the model can easily be run using Excel. I have also written a fun Mathematica demonstration of the Solow model.

You can see a quick animation of what the demonstration does by clicking "watch web preview" at the link above but anyone can also run the demo interactively by downloading a free copy of Mathematica Player.  The Player is actually a stripped down version of Mathematica so what you see in the demo is not an animation but a computation of the equilibrium on the fly.  Many of the other demonstrations in science, math, economics and other fields are also of interest.

The demographics of web search: which groups search for what?

In a recent research paper, Weber and Castillo report:

How does the web search behavior of  "rich'' and "poor'' people differ? Do men and women tend to click on different results for the same query? What are some queries almost exclusively issued by African Americans? These are some of the questions we address in this study. Our research combines three data sources: the query log of a major US-based web search engine, profile information provided by 28 million of its users (birth year, gender and zip code), and US-census information including detailed demographic information aggregated at the level of ZIP code. Through this combination we can annotate each query with, e.g., the average per-capita income in the ZIP code it originated from….

Here are a few details:

What kind of web results would you personally want to see for the query "wagner"? Well, if you are a typical female US web user you probably have pages about the composer Richard Wagner in mind. However, if you are a male US web user you are more likely to be referring to a company called Wagner which produces paint sprayers. Similarly, the term most likely to complete the beginning "hal" is in general "lindsey," [an evangelist and Christian writer] whereas for people living in areas with an above average education level the most likely completion is "higdon." [an American writer and runner]

And what are the "most discriminating" search queries for various demographic groups?  Suddenly I felt awkward reading this piece.  Do note that the method of construction means the list will be dominated by demographically skewed neighborhoods, which need not be representative of the group as a whole.

Below the poverty line:

www.unitnet.com

slaker [seems to be an informal misspelling of "slacker"]

kipasa [Spanish-language animation site]

www.tokbox.com

I had never heard of any of those. 

If you have a BA, the most discriminating search query is

"spencer stuart executive search," followed by some other boring-sounding choices, such as "four seasons jackson hole."  To continue with some groups: 

Whites:

pulloff.com [concerns tractors and motorsport]

central boiler wood furnace

firewood processors

midwest super cub

African-Americans:

trey songs bio [should be "songz"]

def jam records address

s2s magazine

madinaonline [sells body oils]

There is more information on p.5 of the paper.  Can you guess which group is well-predicted by the search query "jingos para baby shower"?

For the pointer I thank David Curran.

Sentences to ponder

Picky eaters tend to gravitate to certain foods, including blander products that are often white or pale colored, like plain pasta or cheese pizza.  For reasons that aren't clear, almost all adult picky eaters like French fries and often chicken fingers, health experts say.

This article gets at some deep questions as to the differences (or possible lack thereof) between disorders, differing capabilities, and differing tastes.  The stories are interesting, but it doesn't get far on developing a good conceptual framework…

Corporate cash hoarding as long-term trend

Via Ezra Klein, Barry Ritholz reports:

1) The average cash-to-assets ratio for corporations more than doubled from 1980 to 2004. The increase was from 10.5% to 24% over that 24 year period. That was the findings of a 2006 study by professors Thomas W. Bates and Kathleen M. Kahle (University of Arizona) and René M. Stulz (Ohio State). When looking for an explanation, the professors found that the biggest was an increase in risk.

Indeed, the phenomena of corporate cash piling up has been going on for a long long time. You can date it back to the beginning of the great bull market in 1982 to 86, went sideways til the end of the 1990 recession. It has been straight up since then, peaking with the Real Estate market in 2006. The financial crisis caused a major drop in the amount of accumulated cash, but it has since resumed its upwards climb.

There is more at the link.  As I've been saying, there is less to this issue than meets the eye.

How good is the new David Grossman book?

David Grossman, the well-known Israeli writer, has a new book coming out this September, namely To the End of the Land (pre-order at that link).  The basic plotline is of a mother who sets out on a wander through the Galilee, with a former lover, to avoid any news of her son's possible death on the front in Lebanon.

Has any book received better blurbs?  Nicole Krauss blurbs that Grossman "may be the most gifted writer I've ever read"; Paul Auster compares the book to Madame Bovary or Anna Karenina

Here is a discussion of whether the blurbs for the book are overwrought.  Yet it has received amazing reviews in Israel.  It has won a German book prize.  It was strongly recommended to me in two German bookstores, by sales clerks.  Grossman himself seems to realize how good the book is.

Here is an interview with Grossman.

I am on p.100 of about 700 pp., and while the book develops slowly, I am not ready to reject the extreme claims made on its behalf.  I am sad when it comes time to put it down.  Have any of you read it?  Heard credible accounts of its quality?

Which is a better and less risky investment path?

Ian Ayres writes (source, with further explanation, here):

In our risk-reducing implementation, we want people to borrow to invest more when young and then invest less when older. The lifetime exposure to stocks is held constant. Compare the following two investment paths:

Option 1

Year 1 Invest $1

Year 2 Invest $2

Year 3 Invest $3

Option 2

Year 1 Invest $2

Year 2 Invest $2

Year 3 Invest $2

Our view is that option 2 is the safer bet.

That is a simple comparison, but I am still puzzled. 

First, under option one, the investor faces more price risk, given that share prices will move between period two and period three.  But price risk is not quantity risk, and a traditionally risk-averse investor, in the Arrow-Pratt sense, need not mind price risk on net.  If you tell me I can buy into Microsoft at p = 50, or accept a lottery with 0.5 (p = 100), 0.5 (p = 0), I might prefer the latter, noting that we live in an equity premium scenario and sometimes share price understates fundamental value.  

Second, under option one the investor buys less equity in the first period.  Let's assume that same investor holds T-Bills instead, or perhaps avoids debt.  There is nothing in the so-called "mutual fund theorem" which tells us what the T-Bills/equity ratio should be.  Maybe Ayres and Nalbuff think it should be higher — and maybe they're right — but that's an argument distinct from the "smoothing purchases over time" argument.

Is there a "smoothing equity purchases over time" argument which does not collapse into the "it's better to have a longer total exposure to the market" argument?  Or not?  Do Ayres and Nalebuff think it is OK if the "smoothing" argument boils down to an "there is actually an equity premium, so seek greater total market exposure over time" argument. (For instance, what if option one is the non-smoothed, but highly exposed sequence "3, 2, 1" instead of the specified non-smoothed but lesser exposed "1, 2, 3"?

I am very willing to admit that the confusion here is mine, but confused I am.  Here is my previous post on the book.

Addendum: Andrew Gelman comments.

Markets in everything Africa fact of the day

Desperate heroin users in a few African cities have begun engaging in a practice that is so dangerous it is almost unthinkable: they deliberately inject themselves with another addict’s blood, researchers say, in an effort to share the high or stave off the pangs of withdrawal.

The practice, called flashblood or sometimes flushblood, is not common, but has been reported in Dar es Salaam, Tanzania, on the island of Zanzibar and in Mombasa, Kenya.

It puts users at the highest possible risk of contracting AIDS and hepatitis.

Here is more, but perhaps that is all you need to know.  The pointer comes from Steve Silberman.

The best sentence I read today

The deities of the Sangli-based trust "Ganpati Panchayatam Sansthan" are Lord Ganesh, Chintamaneshwardev, Chintamaneshwaridevi, Suryanarayandev and Laxminarayandev.

For the pointer I thank Karthik S.  The context is this:

Can Hindu deities have demat accounts to enable them transact in shares and debentures on the stock market?

The Bombay High Court will decide the issue after a religious trust filed a petition challenging the decision of National Securities Depository Ltd (NSDL) to refuse it permission for opening demat accounts in the names of five Hindu deities.

Last Call

Daniel Okrent's Last Call, a history of the rise and fall of alcohol prohibition, is a masterpiece.  Of course the writing is great but Okrent is also very good at building the history on a framework of analysis and social science. 

Here is Okrent on Prohibition and the income tax: 

By 1875 fully one-third of federal revenues came from the beer keg and the whiskey bottle, a proportion that would increase in the years ahead and that would come to be described by a temperance leader in 1913, not inaccurately, as "a bribe on the public conscience."

…it would be hard enough to fund the cost of government without the tariff and impossible without a liquor tax. Given that you wouldn't collect much revenue from a liquor tax in a nation where there was no liquor, this might have seemed like an insurmountable problem for the Prohibition movement.  Unless, that is, you could weld the drive for Prohibition to the campaign for another reform, the creation of a tax on incomes.

And here is Okrent on voting law and prohibition.  I'd always understood that prohibition was, in part, an attack by rural WASPs against urban, (often) Catholic, immigrants but I had not realized how much the drys were helped by malapportionment in the state legislatures which gave rural voters greater power than their numbers alone would have suggested.

Statewide wet majorities were rendered irrelevant by the rotten-borough legislatures.  The very same day the citizens of Missouri rejected a dry amendment to the state constitution by a margin of 47 percent dry to 53 percent wet, they elected a legislature that just two months later would ratify the Eighteenth Amendment by a 75 percent to 25 percent margin. In Ohio, the sacred cradle of the ASL, legislative districting and assiduous politicking put ratification over by a combined legislative vote of 105-42; however, when left to their own devices, Ohio voters rejected the very same measure in a referendum. 

See also Tyler's review for more.