Uneasy Money

Scott Sumner is a terrific economist, a creative thinker and a formidable debater.  He not only knows a lot about economic theory and history, he has an uncanny knack for knowing how to draw interesting and useful empirical inferences from the theory.  Plus, he’s funny and writes really well.  No wonder he is just about the best and most prolifiic blogger there is.  He is also a very nice guy, and has the added virtue of agreeing with me about 97 percent of the time.  So why am I about to start an argument with him?

Well, for a couple of years, Scott has been using his blog periodically (here is the latest) to take on critics of the efficient markets hypothesis (EMH), and doing an excellent job, pointing out many of the lapses in the reasoning of EMH critics, for example that supposed anomalies in pricing that prove that pricing is inefficient may simply be statistical flukes incapable of providing a basis for profitable trading, which is what a true exception to EMH would provide.   And Scott very effectively asks why all those people who were so convinced that there was a real estate bubble before 2007 weren’t out there shorting the market.

So let me give Scott his due and say that I don’t know of a more effective defender of EMH than he is, but I still can’t accept EMH.  What’s the problem?  Well, the most important empirical claim of EMH, the one that Scott uses relentlessly to bludgeon EMH critics, is that future prices cannot be predicted from past prices.  The best predictor of the price tomorrow is the price today.  That powerful empirical regularity seems to imply that today’s market price has already processed all the available information about the price tomorrow, so that, given the information today, the price tomorrow is already where it should be.  The price tomorrow will be different from today’s if and only if some new information not now available will cause it to change.  But new information, by its nature, can’t be anticipated, so even though new information causing us to revise the estimate of tomorrow’s price incorporated in today’s price might arrive, that possibility provides no basis for revising today’s price before the new information reaches us.  If you could predict when new information would arrive and how it would affect tomorrow’s price, that information, insofar as it really was predictable, would not be new.

This view of how asset markets operate is related to the idea that market prices are ultimately determined by fundamentals, demand, supply, cost, taxes, etc., objective magnitudes that can be ascertained, or at least estimated, by doing enough research into the asset that one is trying to evaluate.  Markets reflect the central tendency of all the various judgments about an asset being made at any time.  That explains why the current market  price is more likely to predict tomorrow’s price than is any single person, no matter how knowledgeable or astute, and why it so hard for any individual to outguess the market consistently.

In a famous discussion in Chapter 12 of the General Theory, Keynes offered a different view of how the stock market operates, comparing the stock market to a newspaper competition

in which competitors have to pick out the six prettiest faces from a hundred photographs, the prize being awarded to the competitor whose choice corresponds to the average preferences of the competitors as  a whole; so that each competitor has to pick, not those faces which he himself finds prettiest, but those which he thinks likeliest to catch the fancy of the other competitors, all of whom are looking at the problem from the same point of view.  It is not a case of choosing those which, to the best of one’s own judgment, are really the prettiest, nor even those which average opinion genuinely thinks the prettiest.  We have reached the third degree where we devote our intelligences to anticipating what average opinion expects the average opinion to be. (p. 156)

When I first read this chapter as a graduate student already trained to think of markets as efficient processors of information, I thought it quite remarkable that an economist as great as Keynes could have entertained such a primitive notion of how the stock market operates.  Sadly, I can no longer indulge myself with feelings of superiority when reading that chapter, because I am no longer convinced that Keynes was totally misguided in his characterization,  indeed, caricature – but caricatures are effective by identifying and emphasizing some salient feature of reality — of how the stock market works.

I would note parenthetically that on Keynes’s view, asset markets are no less unpredictable than they are under EMH.  So,  despite the identification in the EMH literature of efficiency with unpredictability, the two concepts are not necessarily equivalent.

So why do I think that Keynes was on to something in describing the stock market as a kind of beauty contest?  The key point, it seems to me, is that it is misleading to believe that there is a clear distinction between fundamentals and opinions.  In Keynes’s beauty contest, the fundamental question is which are the prettiest pictures.  Working with the fundamentals, you would compete in the contest by doing fundamental research on the pictures.  The contest would be efficient if the winner selected the prettiest pictures.  Keynes said that whether the prettiest pictures are chosen is irrelevant, because to win the contest what you have to do is to guess who the other competitors will think are (or will select as) the prettiest pictures.

The problem that I see with Keynes’s analogy is that he implicitly admits a dichotomy between fundamentals and opinions, between the prettiest pictures and pictures selected by those trying to guess who will be selected.  I take Keynes a step further; beauty is in the eye of the beholder, so the pictures selected as prettiest have as much claim as any others to be the prettiest, and there are no fundamentals by which to determine which pictures are the prettiest apart from the process that has chosen them.

Let’s try to bring the argument back from beauty contests to  markets.  We all know that expectations sometimes can be self-fulfilling.  That’s what network effects teach us.  The market goes where it is expected to go.  Sure there can be exceptions; expectations can be disappointed. But when expectations point toward a particular outcome,  it can be very difficult to avoid that outcome, especially when network effects are strong.  When expectations determine the outcome, the distinction between the expectations of traders and fundamentals starts to disappear.  If depositors expect a bank to go insolvent, it goes insolvent.  If traders expect the price of oil to go up, it goes up.  If they are pessimistic about the economy, the stock market goes down and the economy may follow.  So Keynes was right, traders in the stock market are trying to figure out where everyone else thinks that stocks are headed.  That’s not the whole story, but it is part of the story, and a part of the story that is left out of EMH.

Let me cite a specific example.  An important milestone on the way to the development of EMH was Milton Friedman’s paper “The Case for Flexible Exchange Rates” in which he argued that currency speculation would be stabilizing rather than destabilizing.  Friedman’s reason was that in order for speculators to earn profits, they would have to buy low and sell high, but buying at low prices tends to make the prices higher than they would have been and selling at high prices tends to make them lower than they would have been. So speculators are smoothing out the fluctuations in exchange rates, raising the lows and bringing down the highs.  The argument presumes that speculators on average are earning profits, which may or may not be true, but leave that aside.  I want to address another unstated presumption of Friedman’s argument:  that there is in fact an exchange rate consistent with the fundamentals and that sooner or later the exchange rate always comes back to the equilibrium level determined by fundamentals.  The fundamentals consist of the real exchange rate determined by real factors and the monetary policy of the government and the monetary authority.  Suppose speculators believe that the monetary policy will become more lax and drive the value of the currency down.  The government and the monetary authority are now confronted with a choice:  accept the depreciation or tighten money, raising interest rates, perhaps risking a recession to restore the old exchange rate.  The government might decide that it is just not worth it to take the actions required to restore the old exchange rate even though it had no intention of loosening monetary policy in the first place.  Thus, it was the expectations of speculators that created the change in fundamentals.  And their expectations were both destabilizing and profitable.

So when Scott defends EMH against its critics and points out that it is very hard to find a way to make profits systematically by exploiting inefficiencies in the asset prices, I agree with him, sort of.  But I can’t figure out what this has to do with efficiency.

Our politics have reached an ideological pitch more strident than any I can remember.   Perhaps bad economic times encourage the gravitation toward extreme ideological positions.  Sensing the shift in public mood, politicians respond by adopting and espousing those rigid ideological positions themselves.  These musings are triggered, in part, by the ongoing debate over the budget and raising the debt ceiling, but that is not what I want to comment on.  Rather, it is how ideology has started to drive the debate over monetary policy.

As in the budget debate, most of the ideological fervor about monetary policy seems to be on the right.  The Fed stands accused by James Grant in the weekend Wall Street Journal of “flooding the system with dollar bills;” it is also held responsible for devaluing the dollar, fuelling inflation, and creating commodity and asset bubbles, all while failing abjectly to produce the recovery that all that money printing was supposed to have produced.   General anti-Fed sentiment and resentment over its monetary policy have been catalysts for reviving interest in and support for the gold standard.  The gold standard has become the ideological fad du jour.

But do supporters of the gold standard understand what it is that they are supporting?  Do they have any idea what it would it mean for the dollar to go back on a gold standard and how would it be implemented?

Many, perhaps most, people who say that they support going back on a gold standard think that a gold standard means that every dollar has to be “backed” by a specified amount of gold reserves for each dollar.  But gold “backing” (i.e., the holding of a fixed quantity of gold per dollar) does not establish a gold standard, and it would be entirely possible  to go back on the gold standard with no, or almost no, gold backing in the sense of a fixed quantity of gold reserves held per dollar.  Holding gold reserves for each dollar would mean only that to print more dollars the US would have to go out and buy gold to “back” the extra dollars.  That would not pin down the value of the dollar, it would merely transfer some or all of the profit that the US Treasury earns from creating dollars (seignorage) to the owners of gold.  So you can see why owners of gold would be charmed by the prospect of increasing the gold “backing” of dollars.  Having to share its profit from creating dollars with owners of gold would certainly reduce the Treasury’s incentive to create more dollars, but the value of the dollar would not be linked directly to the value of gold.  Only convertibility of the dollar into gold at a fixed exchange rate that can do that.

As I understand a gold standard, and I believe that my understanding accords with that of most monetary theorists who understand how the gold standard worked, a sufficient condition for a gold standard to be  in operation is that the  issuer promises to redeem the currency at a fixed, unchangeable, exchange rate between the currency and gold.  The higher the fixed gold price is set, the less valuable is a unit currency in relation to gold.   But that is just a nominal value, the real value of the currency is the real value of the corresponding amount of gold.

This past Friday, the value of gold rose to almost $1600 an ounce.  If the US established a gold standard tomorrow at a fixed rate of $1600 an ounce, making $1 the equivalent of one-sixteen-hundredth of an ounce of gold.  What would that do to the value of the dollar?  Well, the value of a dollar would have to equal the value of one-sixteen hundredth of an ounce of gold.  But what would that value be?  It would depend on the demand for gold in relation to the supply.  There is a huge stock of gold sitting in bank vaults and other treasure houses throughout the world, and hardly anyone has a good handle on what that supply is.  But the available supply surely dwarfs both current production and the current demand for gold in industrial and ornamental uses.  So the current value of gold is almost entirely dependent on the demand to hold gold by people who have no use for it except to keep it locked up in a vault.  Does that fact make anyone feel confident that the value of gold in the future is likely to be stable?

Or look at it another way.  Supporters of the gold standard like to point out that since creation of the Fed in 1913 the dollar has lost 95% of its value.  Well in 1913, the dollar was convertible into an ounce of gold at $20.86 an ounce.  So while the dollar has lost 95 percent of its value, gold has appreciated even more rapidly than the dollar has depreciated.  If gold had kept its value in 1913, its value today would be somewhere between $400 and $500 an ounce.  Accept for argument’s sake the claim of supporters of the gold standard that the recent run up in the value of gold was caused by a loss of confidence in the dollar.  Would it not be reasonable to conclude from that assumption that if the dollar were made convertible into gold, people would then start selling off their gold, the threat of dollar depreciation having been eliminated?

But wait.  If people started selling off their gold, the value of gold would decline.  If the real value of the gold fell from its current value back to its value in 1913 when the dollar was convertible into gold at $20.86, the value of would lose two-thirds to three-quarters of its value.  We are talking about two or three hundred percent inflation.  Does that make you feel more confident about the value of your savings?

James Grant, in a recent interview  by Larry Kudlow, another advocate of restoring the gold standard, made the following point.

Our monetary policy today is dependent upon the judgment of a clique of monetary policy Mandarins, whose judgment is sometimes right but more often wrong because they are, after all, mortal people. So the gold standard has been billed as something antediluvian, and the idea of returning to it, or moving forward to it, is typically characterized as something quixotic, but on the contrary, it seems to me, this is the most eminently practical step we could begin to discuss. We must begin to discuss it.

Mr. Grant, a very intelligent, practical, and insightful analyst of business and financial affairs, seems somehow oblivious to the fact that the gold standard never managed itself; in its classical period from 1870 till World War I it was  under the constant management of the Bank of England with the occasional assistance of the Bank of France and other major banking institutions.  As gold reserves accumulated rapidly in the late nineteenth century and early twentieth century, managing the level of gold reserves held by the central banks to preserve a reasonably stable equilibrium in the world gold market became an increasingly challenging task requiring  the full attention of the Mandarins who managed the gold standard in the days of its greatest glory. 

Samuel Johnson called a second marriage the triumph of hope over experience.  For Mr. Grant now to imagine that we could simply go back on the gold standard for a third time and enjoy the blessings of a stable currency with no risk of inflation or deflation and with no necessity for intelligent technocratic management is truly a stunning triumph of ideology over experience. 

It’s fun to bat clean-up behind Scott Sumner in the line-up. He just posted this news item on his blog:

NEW YORK (AP) — Comments from Fed Chairman Ben Bernanke set off a stock market rally early Wednesday, but it wasn’t long before another Fed official helped cut it short.

In testimony before Congress, Bernanke said the central bank would be open to new economic stimulus measures, but only if the economy gets much worse. The remarks were far from a promise for more Fed action, but markets reacted immediately nonetheless. The Dow Jones industrial average jumped as many as 164 points, or 1.3 percent.

Most of those gains evaporated later in the day after Federal Reserve Bank of Dallas President Richard Fisher said in a speech that the Fed had already “pressed the limits of monetary policy.”

Then Scott added this comment:

I wonder what it feels like to be able to destroy several hundred billion dollars in wealth (worldwide) by just opening your mouth.

One of the commenters wrote:

Blaming Richard Fisher for “destroying wealth” sure is a funny way of looking at things. Markets bounce around all the time on all kinds of news, odds are very high that the market would have pulled back eventually whether he talked or not. It could be that some speculators tried to ride out the Bernanke statement bounce then sold at the top.

In my post yesterday, I quoted from the Bloomberg item on the “Bernanke rally,” noting that the yield on the 10-year Treasury had risen, along with the stock market, from 2.88 to 2.95. By the end of the day, the yield had fallen back to 2.88.

Was it just coincidence that the yield on the 10-year Treasury and the S&P 500 were moving in sync? I don’t think so. Nor do I think that the timing of the turning point yesterday was unrelated to Fisher’s comment. Last September, after Bernanke first signaled a second round of quantitative easing, the stock market did not really start to move strongly upward until James Bullard, President of the St. Louis Fed, and William Dudley, President of the New York Fed, publicly endorsed QE2. Unfortunately, Bullard, head of that bastion of Chicago-School Monetarism in St. Louis, seems to have switched sides.

Scott Sumner just posted an item on his blog pointing out how the stock market rallied today when Ben Bernanke testified that the Fed would take action to stimulate the economy if needed. Bloomberg reports:

The greenback fell the most in six months versus the euro as Bernanke said central bank is prepared to take additional action, including buying more government bonds, if the economy appears to be in danger of stalling. The Australian and New Zealand dollars led earlier gains against the currency after China’s economic growth exceeded analysts’ estimates. The euro advanced as Italian and Spanish bonds rose for a second day.

“The markets are weighing the trade-off between the potential for liquidity injections and worsening in global growth prospects,” said Aroop Chatterjee, a currency strategist at Barclays Plc in New York. “For the time being liquidity is winning out. Bernanke’s comments may take some of the focus off what markets have been trading on, which have been largely linked to European news.”

The dollar weakened 1.4 percent against the euro to $1.4166 at 12:38 p.m. in New York, its biggest drop since Jan. 13. It reached $1.3837 yesterday, the strongest level since March 11.

The Standard & Poor’s 500 Index rose 1.2 percent and the yield on 10-year Treasuries increased seven basis points to 2.95 percent.

The weakening of the dollar and the increase in the 10-year Treasury both suggest an increase in inflation expectations. If stock prices are increasing in the face of increased interest rates at which future earnings must be discounted it can only mean that investors are expecting earnings to increase faster than prices. In other words, investors expect that inflation under current conditions will increase earnings in real terms. That relationship between expected inflation and the expected growth of earning seems to have prevailed, as I showed in my paper “The Fisher Effect Under Deflationary Expectations,” since early in 2008 when inflation expectations started to falter as the economic downturn started. My data analysis only went as far as the end of 2010. The last six months show basically the same relationship except for a while when oil prices spiked in February because of the Libyan situation. I hope to revise and update the paper sometime this summer.

Scott writes:

But you might ask “weren’t the high inflation 1970s really bad for stocks?” Yes they were. Just like in the story of the three little bears, the stock market doesn’t want too much inflation, nor too little. Something for the inflation hawks to think about.

That is not quite how I would put it. Whether the market likes inflation or not depends on how high real interest rates are. If real interest rates are high, then markets can tolerate deflation. But when the real rate is already low and for sure if it’s negative, deflation, or even the very low inflation we have now, is very damaging and holds back the recovery. In the 1970s, however, nominal interest rates were at double-digit levels. At those levels, inflation provides little or no stimulus to growth, and has all sorts of negative side effects. In addition, there were supply side shocks in the 1970s, which should properly have been accommodated by monetary easing. Stock prices fell in response to the supply-side shocks not only because inflation was too high.

Who knew?

Reporter Peter J. Boyer in the current issue of Newsweek magazine:

 

[Sarah] Palin has also become conversant on the subject of quantitative easing, the inflationary effects of which she illustrated with a personal anecdote. “I was ticked off at Todd yesterday,” she said. “He walks into a gas station as we’re driving over from Minnesota. He buys a Slim Jim—we’re always eating that jerky stuff—for $2.69. I said, ‘Todd, those used to be 99 cents, just recently!’ And he says, ‘Man, the dollar’s worth nothing anymore.’ A jug of milk and a loaf of bread and a dozen eggs—every time I walk into that grocery store, a couple of pennies more.”

http://online.wsj.com/article/SB10001424052702303678704576441931372140072.html?mod=WSJ_Opinion_LEFTTopOpinion

I have mentioned a couple of times in previous posts that I was working on a comparison of the anemic recovery from our Little Depression to recoveries from previous post-World War II recessions.  The comparison actually involved getting my hands dirty with some data, doing some actual, but low-level, empirical work.  My results seem interesting enough to share, even if they are not exactly the sort of thing that one would publish in an econ journal.  The exposition may be slightly more technical than is customary for blogs, but I hope that some readers may be willing to at least skim through to the end to get a sense of what I have done.  So here it goes.

About two weeks ago while I was in the final stages of talking myself into starting this blog, I saw a short piece (in the weekend (June 24) edition of the Wall Street Journal) by editorial writer Stephen Moore, touting a report (“Uncharted Depths”) of the Republican staff of the Congressional Joint Economic Committee, purporting to show that, on every metric, this recovery is by far the weakest recovery since World War II.

Disdaining any pretense of objectivity, Mr. Moore, in his second paragraph, highlighted the finding of the JEC report that employment is still 5 percent below what it was at the start of the downturn 38 months ago.  “This,” Moore continued, “compares to an average rise in employment of 3.7% over the same period in prior post-WWII recessions.” But the latest downturn was both deeper and longer-lasting than any post-WWII recession.  So for Mr. Moore et al. to compare, on the one hand, employment 38 months ago at the start of the downturn with employment now, and on the other hand, employment at the start of previous recessions with employment 38 months later, is to bias the comparison of the recoveries from the get-go.  Obviously, if one downturn is deeper and longer-lasting than another, the ratio of employment (or any other cyclical variable) in the bigger downturn a given length of time after it began relative to employment when the downturn started will be less than the same ratio in the smaller downturn even if, once underway, the recoveries are equally strong.  But, obviously, the point of the exercise for Mr. Moore and the authors of the JEC report was not to perform a fair and balanced comparison;  it was to inflict damage in a political battle.

Nevertheless, their bias notwithstanding, Mr. Moore et al. had the germ of an interesting idea.  So I decided to try to redo their comparison of recoveries from post-WWII downturns, while also taking into account the length and severity of the downturn preceding the recoveries.  So for each of the 10 stand-alone downturns (i.e., excluding the 1980 recession, overtaken a year and a half after it began by the steep 1981-82 recession), I took the peak quarterly real GDP at or before the downturn and real GDP 13 quarters after the downturn started.  (After the 1957-58 downturn, another recession started 11 quarters later, so I compared the peak quarterly GDP before the downturn with peak GDP 11 quarters later.)  I also calculated the difference between the peak quarterly GDP before the downturn and the lowest quarterly GDP after the downturn, as well as the percentage of months in which the economy was in recovery for each (with the above-mentioned exception) 14-quarter downturn-recovery cycle.

So I amassed data for the following 10 post-WWII downturns and subsequent recoveries:  1948-49, 1953, 1957-58, 1960-61, 1969-70, 1973-75, 1981-82, 1993, 2001, 2007-09.  The data consisted in the percentage increase in real GDP 13 quarters after the start of each downturn over the peak GDP at or before the downturn, the percentage decline in real GDP at the depth of the downturn from peak GDP at or before the downturn, and the percentage of each downturn-recovery cycle (measured in terms of months) in which the economy was recovering.

With these data, I performed a simple statistical analysis, an ordinary least-squares regression, dropping the constant term from the regression (thereby greatly improving its fit).  Ordinary least squares estimation produced the following equation:

% increase in RGDP = .95 X (% fall in RGDP) + 16.18 X (% of cycle in expansion)

The equation says that the percentage change in real GDP 13 quarters after the start of the downturn relative to peak real GDP at or before the downturn can be broken down into two components.  The first component equals .95 of the percentage reduction in real GDP during the downturn (measuring the depth of the downturn).  (This means that reducing the fall of real GDP during the downturn was associated with an increase in the growth of GDP over the 13 quarters following the downturn of about 0.95%.)  The second component is 16.18 times the percentage of the 14-quarter cycle in which the economy was recovering (measuring the length of the downturn).  (This means that a 10-percentage point increase in the percentage of the cycle in which the economy was expanding was associated with an increase in the growth of GDP over the 14-quarter cycle of about 1.62%.)

The r-squared of the regression, measuring how much of the variation in the increase in real GDP is accounted for by the regression, is .855, which is not too bad, actually.  Using the regression coefficients, I calculated the implied increase in GDP 13 quarters after the start of each of the 10 recessions and plotted those predicted values against the actual values in following chart.  What is noteworthy about the chart is that although the current recovery is obviously the weakest of the 10 post-WWII recoveries, it is not, contrary to Mr. Moore and associates, the worst post-WWII under-achiever.  Relative to the depth and duration of the earlier recession, the current recovery is no worse, perhaps even slightly better, than the recoveries from the 1990-91 and 2001 recessions.  The other under-achiever, as one might have guessed, is the truncated recovery to the 1957-58 downturn.

Now it also occurred to me that some other factors might also help account for the variations in the strength of the recoveries to post-WWII downturns.  The most plausible or most interesting ones that I could think of were the rate of inflation (of course) and the tax rate.  There are multiple ways to measure these variables, but, for purposes of this exercise, the GDP price deflator and the top marginal tax rate seemed the most informative and relevant.

But a moment’s reflection is enough to make it obvious that it isn’t even worth trying to estimate a regression with the top marginal tax rate as a variable; the top marginal tax rate, having  started at about 90% percent in the late 1940s, falling to 70% in the 1964 and to 50% in 1982, 39.6% in 1993 and 35% in 2003, clearly tends to be positively correlated with the strength of a recovery, the weakest recoveries having all been registered when the top marginal rate was lowest and the strongest recovery (to the 1948-49 downturn) when the top marginal rate was at its maximum.  Hardly anyone would believe that there is a causal link between high tax rates and strong recoveries, so the observed correlation is, somehow or other, either purely random or coincidental, with some other, as yet unspecified, variable.  Nevertheless, the strong apparent correlation between high marginal tax rates and strong recoveries ought to suggest to those who argue that low taxes will solve any problem, that they may be overstating the miracle-working powers of low marginal tax rates, at least as a method of promoting cyclical recoveries.   Even the powerful recovery from the 1981-82 recession, when that famous tax-cutter Ronald Reagan was President, coincided with a top marginal rate of 50%, a rate that would now trigger howls of outrage from Reagan’s present-day acolytes.

But it did seem worthwhile to reestimate a regression including a variable for inflation.  In each downturn-recovery cycle, I compared the GDP price deflator in the last quarter of the downturn with the GDP deflator 13 quarters after the downturn started.   Doing so isolates inflation in the recovery, because I want to know if greater inflation is associated with a stronger recovery.  Taking the overall increase in the GDP deflator during the recovery, I calculated the implied annual rate of inflation over the entire recovery and estimated the regression using the natural logarithm of the average annual rate of inflation during the recovery.  I used the logarithm, because additional doses of inflation might well have a declining stimulative power, implying that the logarithm of the inflation rate would give a better fit than the inflation rate itself.  In fact, estimating the regression both ways, I found that, as expected, the logarithm of inflation gave a better fit than did inflation itself.

Here is the regression equation that I estimated:

%increase in RGDP = .94 X (%fall in RGDP) + 12.77 X (% of cycle in expansion) + 2.75 X (log of inflation)

The equation says that the percentage increase over the whole cyclical episode can be broken down into three components.  The first two are as they were previously, but with somewhat reduced coefficients.  The third component is 2.75 times the logarithm of the rate of inflation, which implies that a 1% increase in inflation was associated with an increased real GDP growth over the cycle of somewhat more than 1%.

The r-squared of the new regression is .881.  The adjusted r-squared, which takes into account the number of variables, rises from .82 with no inflation variable to .83 with an inflation variable.  Not spectacular, but still respectable.

As before, I also calculated the predicted values for real GDP growth in each cycle and plotted them against the actual values.  Those plots are in the chart below.

It is apparent that adjusting for the rate of inflation makes the current recovery seem a bit less of an under-achiever than when no account was taken of inflation.  In the previous chart, the current recovery performed only slightly less well relative to the prediction than did the recoveries after the 1990-91 and 2001 recessions.  In this chart, it does noticeably, though not very much, better than did the two previous recoveries, and also better than the 1973-75 recession (which makes sense inasmuch as inflation in that recession was driven largely by supply-side, not demand-side, factors).

What is the point of all this?  Well, with only 10 observations, one would hardly want to put much reliance on any statistical result, so the main lesson is negative.  Although the current recovery is certainly very weak, in the sort of naïve comparison that Stephen Moore and associates were performing, the current recovery is actually less of an under-achiever,  given the length and depth of the preceding downturn and the very low rate of inflation, than either of the previous two recoveries.

To put a slightly finer point on it, if the rate of inflation in the current recovery had been equal to the rate of inflation in the recovery from the 1981-82 recession when Ronald Reagan was President, the corresponding increase in the predicted rate of growth would have been 3%.  According to Okun’s Law, adding 3% to real GDP would reduce the unemployment rate by 1%.  Do the data prove that that is what would have happened?  By no means.  Correlation is not causation.  But perhaps Mr. Moore and associates, so quick to draw conclusions from a simplistic, if not simple-minded, comparison of this recovery with earlier recoveries, should entertain the possibility that the data, apparently so compelling, may be telling a different story from the one they thought they were hearing.

HT:  Marcus Nunes

On the Free Banking blog, Kurt Schuler kindly takes note of my blogging debut, even throwing in a plug for my book.  Many thanks, Kurt.  But just to show that he is no pushover, Kurt takes exception to my comment about “the groundlessness of right-wing opposition to monetary easing.”

In his first post, Glasner speaks of “the groundlessness of right-wing opposition to monetary easing.” Whoa, fella. You accept Scott Sumner’s argument that the Federal Reserve didn’t respond fast enough to a large, sudden rise in demand for the monetary base in 2008. Eventually it did respond, and now the monetary base is about three times what it was just before the recession. Isn’t it equally conceivable that the Fed won’t respond fast enough if there is a large, sudden fall in demand for the monetary base? If so, the right-wing critics have a concern that may  become valid sooner than you expect. That being said, I look forward to reading further installments of the blog.

Where to begin?  OK, I not only accept Scott’s argument, I thought of it myself.  What is it that they say about great minds?  But actually the argument is slightly more complicated, and the historical component was laid out very nicely by Robert Hetzel in a piece in the Federal Reserve Bank of Richmond Economic Quarterly in the spring 2009 issue.

But Kurt’s main point is that regardless of what happened in 2008, the big increase in the demand for the monetary base is eventually going to be reversed.  And what assurance do we have that all that extra cash sloshing around will not cause a rip-roaring inflation down the road?  I admit that anything is possible, but this is just the reasoning that led to a huge increase in required reserves in 1937 to mop up all that excess liquidity on bank balance sheets, triggering a renewed deflation just as the US economy seemed on the verge of recovery from the Great Depression.  I say let’s worry about the problem that we have now, and then take care of tomorrow’s problem then.  Now Kurt might say that solving today’s problem will inevitably lead to the problem tomorrow.  He might, but that’s not what he did say.  So, following my own dictum, I will not answer an argument he has not yet made.  Moreover, if the Fed would make explicit what price level trajectory it is aiming for, it would not have to worry as much about inflation from a temporary excess supply of base money as it does when its price-level objectives are opaque.

Finally, when I referred to right-wing opponents of monetary easing, I was not referring as much to free banking types like Kurt, who have opposed inflation consistently under more or less all conditions.  I may not agree with that position, but I don’t consider it groundless.  My criticism was directed more at those who are using inflation as just one more political argument in their arsenal, even though they were more than happy to accept a much higher rate of inflation than we now have during an earlier recovery when there was a different president of a different party in office.

When I looked at the Financial Times this morning, I was struck by the following article entitled “Booming Sweden Raises Rates”.

Sweden is a small open economy, so the potential for monetary policy to be effective is limited.  But, it is still notable that by aggressively reducing its lending rate to zero and not paying interest on reserves, the Swedish Riksbank has promoted a recovery.  With the recovery come higher interest rates.  Not the other way around.  FOMC, please take note.