Prediction market: Fed on track to hit 4% NGDP growth in 2015

Since December last year the prediction market site Hypermind has been running a prediction market for US nominal GDP growth for 2015 (plus markets for each quarter of the year).

I think the development of a prediction market for NGDP growth is extremely interesting and such market can help us much better to understand monetary and economic issues. Furthermore, the Federal Reserve should be very excited about such markets as they provide a minute-by-minute “tracker” of the Fed’s performance and credibility.

Of course the Federal Reserve does not official target nominal GDP growth, but I have earlier argued that the Fed effectively since Q2 2009 has kept US NGDP on a (very narrow) path close to a 4% trend. The graph below shows this.

What does the Hypermind’s prediction market then tell us? Well, guess what – right now the market is predicting NGDP growth to be exactly 4% in 2015! So at least judging from the prediction market US monetary policy is right now perfectly calibrated to keep actual NGDP on the 4% path through 2015.

NGDP prediction market Hypermind

This of course does not mean that US monetary policy is “perfect”. First, of all the Fed does not official have a 4% NGDP target. Second, communication about the Fed’s policy instrument(s) is far from perfect. But if we decide to say that the Fed effectively has a 4% NGDP target then at least the “market” now perceives this target as credible.

I have earlier argued that central bankers should endorse prediction markets such as Hypermind. This is what I wrote back in 2012:

My point is that the “average” forecast of the market often is a better forecast than the forecast of the individual forecaster. Furthermore, I know of no macroeconomic forecaster who has consistently over long periods been better than the “consensus” expectation. If my readers know of any such super forecaster I will be happy to know about them.

…Unlike the market where the profit motive rules central banks and governments are not guided by an objective profit motive but rather than by political motives – that might or might not be noble and objective.

It is well known among academic economists and market participants that the forecasts of government institutions are biased. For example Karl Brunner and Allan Meltzer have demonstrated that the IMF consistently are biased in a too optimistic direction in their forecasts.

…Instead of relying on in-house forecasts central banks could consult the market about the outlook for the economy and markets. Scott Sumner has for example argued that monetary policy should be conducted by targeting NGDP futures. I think that is an excellent idea. However, first of all it could be hard to set-up a genuine NGDP futures markets. Second, the experience with inflation linked bonds shows that the prices on these bonds often are distorted by for example lack of liquidity in the particular markets.

I believe that these problems can be solved and I think Scott’s suggestion ideally is the right one. However, there is a more simple solution, which in principle is the same thing, but which would be much less costly and complicated to operate. My suggestion is the central bank simply set-up a prediction market for key macroeconomic variables – including of the variables that the central bank targets (or could target) such as NGDP level and growth, inflation, the price level.

…The experience with prediction markets is quite good and prediction markets have been used to forecast everything from the outcome of elections to how much a movie will bring in at the box office. A clear advantage with prediction markets is that they are quite easy to set-up and run. Furthermore, it has been shown that even relatively small size bets give good and reliable predictions. This mean that if a central bank set up a prediction market then the average citizen in the country could easily participate in the “monetary policy market”.

I hence believe that prediction markets could be a very useful tool for central banks – both as a forecasting tool but also as a communication tool. A truly credible central bank would have no problem relying on market forecasts rather than on internal forecast.

I of course understand that central banks for all kind of reasons would be very reluctant to base monetary policy on market predictions, but imagine that the Federal Reserve had had a prediction market for NGDP (or inflation for that matter) in 2007-8. Then there is no doubt that it would have had a real-time indication of how much monetary conditions had tightened and that likely would caused the Fed into action much earlier than was actually the case. A problem with traditional macroeconomic forecasts is that they take time to do and hence are not available to policy makers before sometime has gone by.

With Hypermind’s NGDP prediction market we now have such a market I was calling for back in 2012 and in the future I will try to keep track of the Hypermind’s NGDP prediction market as I believe that such markets can teach us quite a bit about the workings of monetary policy.

Furthermore, it would be extremely interesting to see a similar market being set up for the euro zone so I hope Hypermind in the future will find a sponsor to set up such a market.

—-

Some of my earlier posts on prediction markets:

The Crowd: “Lars, you are fat!”
Prediction markets and UK monetary policy
Leave it to the market to decide on “tapering”
Guest post: Central bankers should watch the Eurovision (by Jens Pedersen)
Remembering the “Market” in Market Monetarism
Gabe Newell on prediction markets – NGDP level targeting and Lindsay Lohan
Yet another argument for prediction markets: “Reputation and Forecast Revisions: Evidence from the FOMC”
Benn & Ben – would prediction markets be of interest to you?
Prediction markets and government budget forecasts
Central banks should set up prediction markets
Markets are telling us where NGDP growth is heading
Scott’s prediction market
Bank of England should leave forecasting to Ladbrokes
Ben maybe you should try “policy futures”?
Robin Hanson’s brilliant idea for central bank decision-making

Tighter monetary conditions – not lower oil prices – are pushing down inflation expectations

Oil prices are tumbling and so are inflation expectations so it is only natural to conclude that the drop in inflation expectations is caused by a positive supply shock – lower oil prices. However, that is not necessarily the case. In fact I believe it is wrong.

Let me explain. If for example 2-year/2-year euro zone inflation expectations drop now because of lower oil prices then it cannot be because of lower oil prices now, but rather because of expectations for lower oil prices in the future.

2y2y BEI euro zone

But the market is not expecting lower oil prices (or lower commodity prices in general) in the future. In fact the oil futures market expects oil prices to rise going forward.

Just take a look at the so-called 1-year forward premium for brent oil. This is the expected increase in oil prices over the next year as priced by the forward market.

brent 1-year foreard

Oil prices have now dropped so much that market participants now actually expect rising oil prices over the going year.

Hence, we cannot justify lower inflation expectations by pointing to expectations for lower oil prices – because the market actual expects higher oil prices – more than 2.5% higher oil prices over the coming year.

So it is not primarily a positive supply shock we are seeing playing out right now. Rather it is primarily a negative demand shock – tighter monetary conditions.

Who is tightening? Well, everybody -The Fed has signalled rate hikes next year, the ECB is continuing to failing to deliver on QE, the BoJ is allowing the strengthening of the yen to continue and the PBoC is allowing nominal demand growth to continue to slow.

As a result the world is once again becoming increasingly deflationary and that might also be the real reason why we are seeing lower commodity prices right now.

Furthermore, if we were indeed primarily seeing a positive supply shock – rather than tighter global monetary conditions – then global stock prices would have been up and not down.

I can understand the confusion. It is hard to differentiate between supply and demand shocks, but we should never reason from a price change and Scott Sumner is therefore totally correct when he is saying that we need a NGDP futures market as such a market would give us a direct and very good indicator of whether monetary/demand conditions are tightening or not.

Unfortunately we do not have such a market and there is therefore the risk that central banks around the world will claim that the drop in inflation expectations is driven by supply factors and that they therefore don’t have to react to it, while in fact global monetary conditions once again are tightening.

We have seen it over and over again in the past six years – monetary policy failure happens when central bankers fail to differentiate properly between supply and demand shocks. Hopefully this time they will realized the mistake before things get too bad.

PS I am not arguing that the drop in actual inflation right now is not caused by lower oil prices. I am claiming that lower inflation expectations are not caused by an expectation of lower oil prices in the future.

PPS This post was greatly inspired by clever young colleague Jens Pedersen.

The Crowd: “Lars, you are fat!”

On Friday I was doing a presentation on the global economy (yes, yes mainly on global monetary policy) for 40-50 colleagues who are working as investment advisors in the Danske Bank group.

As I was about to start my presentation somebody said “The audience have been kind of quiet today”. I thought that was a challenge so I immediately so I jumped on top of a table. That woke up the crowd.

I asked the audience to guess my weight. They all wrote their guesses on a piece of paper. All the guesses were collected and an average guess – the “consensus forecast” – was calculated, while I continued my presentation.

I started my presentation and I naturally started telling why all of my forecasts would be useless – or at least that they should not expect that I would be able to beat the market. I of course wanted to demonstrate exactly that with my little stunt. It was a matter of demonstrating the wisdom of the crowds – or a simple party-version of the Efficient Market Hypothesis.

I am certainly not weighing myself on a daily basis so I was “guestimating” my own weight then I told the audience that my weight is 81 kilograms (fully dressed). I usually think of my own weight as being just below 80 kg, but I was trying to correct it for the fact I was fully dressed – and I added a bit extra because my wife has been teasing me that I gained weight recently.

As always I was completely confident that the “survey” result would come in close to the “right” number. So I was bit surprised when the  “consensus forecast” for my weight came in at 84.6 kg

It was close enough for me to claim that the “market” – or the crowd – was good at “forecasting”, but I must say that I thought the “verdict” was wrong – nearly 85 kg. That is fat. I am not fat…or am I?

So once I came back home I immediately jumped on the scale – for once I hoped to show that the Efficient Market Hypothesis was wrong. But the verdict was even more cruel. 84 kg!

So the “consensus forecast” was only half a kilo wrong and way better than my own guestimate. So not only am I fat, but I was also beaten by the “market” in guessing my own weight.

I need a cake

PS My height is 183 cm – so my Body Mass Index is 25.08 – that is officially overweight (just a little – above 25 is overweight).

PPS I have done this kind of experiments before. See here.

Prediction markets and UK monetary policy

I have long argued that central banks should utilise prediction markets for macroeconomic forecasting and for the implementation of monetary policy.

In today’s edition of the UK business daily City AM I have an oped on this topic and about how the Bank of England should have a closer look at prediction markets. See here:

IN HIS first major speech since becoming governor of the Bank of England, Mark Carney is today likely to defend a policy that has come to be described as the “Carney rule”. Also known as forward guidance, the rule effectively promises that interest rates will stay at present levels until unemployment drops below 7 per cent, so long as the Bank’s inflation forecast does not top 2.5 per cent.
 
This kind of forward guidance is welcome news for the financial markets. We will now at least have some sort of map to navigate monetary policy, instead of relying on insinuations from the lips of the wise men on the Monetary Policy Committee (MPC).
 
But this still leaves markets at the mercy of the Bank of England’s internal forecasters, whose credibility can certainly be questioned. The Bank doesn’t need to be biased to consistently predict that it will hit its inflation target, for example (though what institution would forecast that it will fail?). Even with the best incentives, it cannot possibly bring together all the private knowledge spread across investors, firms and households.
 
It is this inability of elite central planners to gather such a wide source of information that led even committed Marxist GA Cohen to agree that markets may be necessary for a rational economic system. No individual, however intelligent, can know enough about the economy to make a really reliable prediction about it.
 
And it’s not just the dragging-together of information from thousands of different sources that makes market predictions more accurate than those made by small elite groups. Investors betting in markets have skin in the game; they have an extremely strong incentive to get their bets right, since they will lose money for bad (inaccurate) bets and win money for good (accurate) ones.
Read the rest of the piece here.
 
And Mark Carney is lucky that he now in fact has a prediction market to look at. This is from a press release from the Adam Smith Institute:

Today we’ve launched two betting markets to try to use the ‘wisdom of crowds’ to beat government economic forecasters….The Bank of England’s economic forecasts have been wrong again and again. To counter this, the free market Adam Smith Institute is today (Wednesday 28th August) launching two betting markets where members of the public can bet on UK inflation and unemployment rates, taking the government’s experts on at their own game. The markets are designed to aggregate individual predictions about the economy’s prospects to use the ‘wisdom of crowds’ to beat the predictions of government experts.

The launch coincides with Mark Carney’s first major speech as governor of the Bank of England and follows his announcement earlier this month that the Bank will consider both inflation and unemployment when deciding monetary policy.
Read more here.
 
It will extremely interesting to follow how this prediction market will work and it will obviously be very interesting to see how it will impact the monetary policy debate in the UK. My hope certainly is that it will help the case for market-driven monetary policy implementation and also help “police” the Bank of England’s forecasts.
 
 
 
 
 

Leave it to the market to decide on “tapering”

The rally in the global stock markets has clearly run into trouble in the last couple of weeks. Particularly the Nikkei has taken a beating, but also the US stock market has been under some pressure.

If one follows the financial media on a daily basis it is very clear that there is basically only one reason being mentioned for the decline in global stock markets – the possible scaling back of the Federal Reserve’s quantitative easing.

This is three example from the past 24 hours. First CNBC:

“Stocks posted sharp declines across the board Wednesday, with the Dow ending below 15,000, following weakness in overseas markets and amid concerns over when the Fed will start tapering its bond-buying program on the heels of several mixed economic reports.”

And this is from Bloomberg:

“U.S. stocks fell, sending the Standard & Poor’s 500 Index to a one-month low, as jobs and factory data missed estimates and investors speculated whether the Federal Reserve will taper bond purchases.”

And finally Barron’s:

“Fear that the central bank may start scaling back its $85 billion in monthly bond purchases has helped trigger a sharp increase in market volatility over the last couple of weeks both here and overseas.”

I believe that what we are seeing in the financial markets right now is telling us a lot about how the monetary transmission mechanism works. Market Monetarists say that money matters and markets matter. The point is that the markets are telling us a lot about the expectations for future monetary policy. This is of course also why Scott Sumner likes to say that monetary policy works with long and variable LEADS.

Hence, what we are seeing now is that US monetary conditions are being tightened even before the fed has scaled back asset purchases. What is at work is the Chuck Norris effect. It is the threat of “tapering” that causes US stock markets to decline. Said in another way Ben Bernanke has over the past two weeks effectively tightened monetary conditions. I am not sure that that was Bernanke’s intension, but that has nonetheless been the consequence of his (badly timed) communication.

This is also telling us that Market Monetarists are right when we say that both interest rates and money supply data are unreliable indicators of monetary conditions – at least when they are used on their own. Market indicators are much better indicators of monetary conditions.

Hence, when the US stock market drops, the dollar strengthens and implied market expectations of inflation decline it is a very clear signal that US monetary conditions are becoming tighter. And this is of course exactly what have happened over the last couple of weeks – ever since Bernanke started to talk about “tapering”. The Bernanke triggered the tightening, but the markets are implementing the tigthening.

Leave it to the market to decide when the we should have “tapering”

I think it is pretty fair to say that Market Monetarists are not happy about what we are seeing playing out at the moment in the US markets or the global markets for that matter. The reason is that we are now effectively getting monetary tightening. This is certainly premature monetary tightening – unemployment is still significantly above the fed’s unofficial 6.5% “target”, inflation is well-below the fed’s other unofficial target – 2% inflation – and NGDP growth and the level NGDP is massively below where we would like to see it.

It is therefore hardly the market’s perception of where the economy is relative to the fed’s targets that now leads markets to price in monetary tightening, but rather it is Bernanke’s message of possible “tapering” of assets purchases, which has caused the market reaction.

This I believe this very well illustrates three problems with the way the fed conducts monetary policy.

First of all, there is considerable uncertainty about what the fed is actually trying to target. We have an general idea that the fed probably in some form is following an Evans rule – wanting to continue to expand the money base at a given speed as long as US unemployment is above 6.5% and PCE core inflation is below 3%. But we are certainly not sure about that as the fed has never directly formulated its target.

Second, it is clear that the fed has a clear instrument preference - the fed is uncomfortable with conducting monetary policy by changing the growth rate of the money base and would prefer to return to a world where the primary monetary policy instrument is the fed funds target rate. This means that the fed is tempted to start “tapering” even before we are certain that the fed will succeed in hitting its target(s). Said, in another way the monetary policy instrument is both on the left hand and the right hand side of the fed’s reaction function. By the way this is exactly what Brad DeLong has suggested is the case. Brad at the same time argues that that means that the fiscal multiplier is positive. See my discussion of that here.

Third the fed’s policy remains extremely discretionary rather than being rule based. Hence, Bernanke’s sudden talk of “tapering” was a major surprise to the financial markets. This would not have been the case had the fed formulated a clear nominal target and explained its “reaction function” to markets.

Market Montarists of course has the solution to these problems. First of all the fed should clearly formulate a clear nominal target. We obviously would prefer an NGDP level target, but nearly any nominal target – inflation targeting, price level targeting or NGDP growth targeting – would be preferable to the present “target uncertainty”.

Second, the fed should leave it to the market to decide on when monetary policy should be tightened (or eased) and leave it to the market to actually implement monetary policy. In the “perfect world” the fed would target a given price for an NGDP-linked bond so the implied market expectation for future NGDP was in line with the targeted level of NGDP.

Less can, however, do it – the fed could simply leave forecasting to either the markets (policy futures and other forms of prediction markets) or it could conduct surveys of professional forecasters and make it clear that it will target these forecasts. This is Lars E. O. Svensson’s suggestion for “targeting the forecast” (with a Market Monetarist twist).

Concluding, the heightened volatility we have seen in the US stocks markets over the last two weeks is mostly the result of monetary policy failure – a failure to formulate a clear target, a failure to be clear on the policy instrument and a failure of making it clear how to implement monetary policy.

Bernanke don’t have to order the printing of more money. We don’t need more or less QE. What is needed is that Bernanke finally tells us what he is really targeting and then he should leave it to the market to implement monetary policy to hit that target.

PS I could have addressed this post to Bank of Japan and governor Kuroda as well. Kuroda is struggling with similar troubles as Bernanke. But he could start out by reading these two posts: “Mr. Kuroda please ‘peg’ inflation expectations to 2% now” and “A few words that would help Kuroda hit his target”. Kuroda should also take a look at what Marcus Nunes has to say.

Guest post: Central bankers should watch the Eurovision (by Jens Pedersen)

Guest post: Central bankers should watch the Eurovision

By Jens Pedersen

Congratulations Emmelie de Forest with the 2013 Eurovision song contest first place. You have made all of Denmark very proud!! Denmark normally does not win anything, so this is really big for us! (note the irony…)

However, I regret to say that I did not watch the competition yesterday. Not that I do not like a good song contest or that I am not a patriot rooting for my country.  The reason that I did not watch the song contest was simply that the bookmakers had Denmark as a heavy favourite to win and history shows that the bookmakers are rarely wrong in their Eurovision predictions. Bookmakers have correctly predicted four out of last five Eurovision winners. Hence, the results were pretty much given before hand, which really takes away all of the excitement.

I do, however, hope that every central banker out there watched the Eurovision song contest yesterday. It serves a great example that looking at market expectations is the best way of predicting the outcome of an uncertain event.  If markets can predict the winner of the Eurovision they should also come pretty close at predicting the future rate of inflation, real and nominal GDP growth, the rate of unemployment etc. Hence, the first thing central banks should do on Monday is to set up prediction markets for key economic variables. This will be a great help in guiding future monetary policy decisions.

Remembering the “Market” in Market Monetarism

A couple of days ago the young and talented George Mason University economist Alex Salter wrote the following statement on his Facebook account:

I wish market monetarists would put relatively more emphasis on the “market” bit.

I agree with Alex as I believe that one of the main points of Market Monetarism is that not only do money matters, but it equally important that markets matter. Hence, it is no coincidence that the slogan of my blog ismarkets matter, money matters” and it was after all me who coined the phrase Market Monetarism.

Paul Krugman used to call Scott Sumner a quasi-monetarist, but I always thought that that missed an important point about Scott’s views (and my own views) and that of course is the “market” bit. In fact Alex’s statement reminded me of a blog post that I wrote back in January 2012 on exactly this topic.

This is from my post “Don’t forget the “Market” in Market Monetarism”:

As traditional monetarists Market Monetarists see money as being at the centre of macroeconomic discussion. To us both inflation and recessions are monetary phenomena. If central banks print too much money we get inflation and if they print to little money we get recession or even depression.

This is often at the centre of the arguments made by Market Monetarists. However, we are exactly Market Monetarists because we have a broader view of monetary policy than traditional monetarists. We deeply believe in markets as the best “information system” – also about the stance of monetary policy. Even though we certainly do not disregard the value of studying monetary supply numbers we believe that the best indicator(s) of monetary policy stance is market pricing in currency markets, commodity markets, fixed income markets and equity markets. Hence, we believe in a Market Approach to monetary policy in the tradition of for example of “Manley” Johnson and Robert Keheler.

Interestingly enough Alex himself has just recently put out a new working paper – “There a Self-Enforcing Monetary Constitution?” –
that makes the exact same point. This is the abstract from Alex’s paper:

This paper uses insights from monetary theory and constitutional political economy to discover what a self-enforcing monetary constitution — one whose rules did not require external enforcement — would look like. I argue that a desirable monetary constitution (a) institutionalizes an environment conducive to economic calculation via an unhampered price mechanism and (b) enables agents acting within the system to uphold the rule even in the presence of deviations from ideal knowledge and incentive assumptions. I show two radical alternatives to current monetary institutions — a version of NGDP targeting that relies on market implementation of monetary policy and free banking — meet these requirements, and thus represent self-enforcing monetary constitutions. I ultimately conclude that the maintenance of a stable monetary framework necessitates branching out from monetary theory narrowly conceived and considering insights from political economy, and constitutional political economy in particular.

I very much like Alex’s constitutional spin on the monetary policy issue. I strongly agree that the biggest problem in the conduct of monetary policy – basically everywhere in the world – is the lack of a clear rule based framework for the monetary system and equally agree that NGDP targeting with “market implication” and Free Banking fulfill the requirement for a monetary constitution. Or as I put it in my 2012 post:

In fact we want to take out both the “central” and “banking” out of central banking and ideally replace monetary policy makers with the power of the market. Scott Sumner has suggested that the central banks should use NGDP futures in the conduct of monetary policy. In Scott’s set-up monetary policy ideally becomes “endogenous”. I on my part have suggested the use of prediction markets in the conduct of monetary policy.

…Even though Market Monetarists do not necessarily advocate Free Banking there is no doubt that Market Monetarist theory is closely related to the thinking of Free Banking theorist such as George Selgin and I have early argued that NGDP level targeting could be see as an “privatisation strategy”. A less ambitious interpretation of Market Monetarism is certainly also possible, but no matter what Market Monetarists stress the importance of markets – both in analysing monetary policy and in the conduct monetary policy.

Hence, Alex and I are in fundamental agreement, but I also want to acknowledge that we – the Market Monetarists – from time to time are more (too?) focused on the need to ease monetary policy – in the present situation in the US or the euro zone – than to talk about “market implementation” of monetary policy.

There are numerous reasons for this, but the key reason is probably one of political realism, but there is also a serious risk in letting “political realism” dictate the agenda. Therefore, I think we should listen to Alex’s advice and try to stress the “market” bit in Market Monetarism a bit more. Afterall, we have made serious inroads in the global monetary policy debate in regard to NGDP level targeting – why should we not be able to make the same kind of progress when it comes to “market implementation” of monetary policy?

Gabe Newell on prediction markets – NGDP level targeting and Lindsay Lohan

This is interesting – Gabe Newell on Youtube on the value of prediction markets. I love it…Gabe is co-founder and managing director of Video game developer video game development and online distribution company Valve Corporation (I stole that from Wikipedia). This guy is brilliant and he certainly understands markets.

Some of my earlier posts on prediction markets:

Yet another argument for prediction markets: “Reputation and Forecast Revisions: Evidence from the FOMC”
Benn & Ben – would prediction markets be of interest to you?
Prediction markets and government budget forecasts
Central banks should set up prediction markets
Markets are telling us where NGDP growth is heading
Scott’s prediction market
Bank of England should leave forecasting to Ladbrokes
Ben maybe you should try “policy futures”?
Robin Hanson’s brilliant idea for central bank decision-making

Bank of England should leave forecasting to Ladbrokes

Last week former Federal Reserve economist David Stockton’s report on Bank of England’s forecasting track record was published. City AM had this wrap-up (I didn’t read the report yet):

“INFLATION has been damaging British living standards and dragging down the economy – but the officials who are meant to keep a lid on prices didn’t do enough to help because their forecasts were too often wrong, according to a Bank of England report out today.

And even though the Bank was consistently worse at predicting changes in growth and inflation than other economists, it stuck with its flawed model, making excuses for its errors instead of trying to improve its forecasts.”

I would probably be less critical about that Bank of England’s forecasting abilities – or rather I know how hard it is to forecast anything, but I am not surprised to learn that Stockton find that BoE’s forecasts are biased. In fact I would be surprised if he had found that it was not biased. Central banks have strong incentives to do biased forecasts – and sometimes that might actually be what you want central banks to do. I for example find it very odd when central bank forecast that they will fail in achieving their policy objectives, but I also realize that central banks fail to hit their policy targets all the time.

David Stockton has 21 ideas to improve BoE’s forecasting abilities. Some of Stockton’s ideas are probably good, but I think that there is a more fundamental problem – and that is that central banks’ in-house forecasts very likely always will be biased. Therefore central banks should outsource forecasting – not because other institutions or companies (like banks!) necessarily are better at making forecasts than central banks, but because the forecasts of “outside” agents is likely to be much less biased than a in-house forecast.

One way would be to simply to outsource the forecasting to a private research company. Another possibility would be to base the forecast on a survey of professional forecasts – or even better as I have suggested numerous times that the central bank simply set-up a prediction market. In Britain that would be extremely easy – I don’t think there is a country in the world with so many bookmakers. The Bank of England could simply ask a company like Ladbrokes or a similar company to set-up betting markets for key macro economic variables – such as inflation and nominal GDP. It would be extremely cheap and the forecast created from such prediction market would likely be at least as good as what is presently produced by the otherwise clever staff at the BoE.

Related posts:

Yet another argument for prediction markets: “Reputation and Forecast Revisions: Evidence from the FOMC”
Benn & Ben – would prediction markets be of interest to you?
Prediction markets and government budget forecasts
Central banks should set up prediction markets
Scott’s prediction market
Ben maybe you should try “policy futures”?
What can Niskanan teach us about central bank bureaucrats?
Robin Hanson’s brilliant idea for central bank decision-making
Please fasten your seatbelt and try to beat the market

Markets are telling us where NGDP growth is heading

I am still in Provo Utah and even though I have had a busy time I have watch a bit of Bloomberg TV and CNBC over the last couple of days (to fight my jet lag). I have noticed some very puzzling comments from commentators. There have been one special theme and that has come up again and again over the last couple of days among the commentators on US financial TV and that is that “yeah, monetary easing might be positive for the markets, but it is not have any impact on the real economy”. This is a story about disconnect between the economy and the markets.

I find that perception very odd, but it seems like a lot of commentators simply are not mentally able to accept that monetary policy is highly effective. The story goes that when the Federal Reserve and the ECB moves towards monetary easing then it might do the markets good, but “real people” will not be helped. I find it unbelievable that well-educated economists would make such claims.

Markets are forward-looking and market pricing is the best tool we have for forecasting the future. When stock prices are rising, bond yields are rising, the dollar is weakening and commodity prices are going up then it is a very good indication that monetary conditions are getting easier and easier monetary conditions mean higher nominal GDP growth (remember MV=NGP!) and with sticky prices and excess capacity that most likely also mean higher real GDP growth. That has always been that case and that is also the case now. There is no disconnect between the markets and the economy, but there is a disconnect between what many commentators would like to see (that monetary policy is not working) and the reality.

To try to illustrate the connection between the markets and NGDP I have constructed a very simple index to track market expectations of future NGDP. I have only used two market indicators – a dollar index and the S&P500. I am constructed an index based on these two indicators – I have looked year-year percentage changes in both indices. I have standardized the indices and deducted them from each other – remember higher S&P500 means higher NGDP, but a stronger dollar (a higher USD index) means lower NGDP. I call this index the NGDP Market Indicator. The indicator has been standardized so it has the same average and standard deviation as NGDP growth since 1990.

As the graph below shows this simple indicator for future NGDP growth has done a fairly good job in forecasting NGDP since 1990. (You can see the background data for the indicator here).

During the 1990s the indicator indicates a fairly stable growth rate of NGDP and that is in fact what we had. In 1999 the indicator started to send a pretty clear signal that NGDP growth was going to slow – and that is exactly what we got. The indicator also clearly captures the shock in 2008 and the recovery in 2009-10.

It is obvious that this indicator is not perfect, but the indicator nonetheless clearly illustrates that there in general is no disconnect between the markets and the economy – when stock prices are rising and the dollar is weakening at the same time then it would normally be indicating that NGDP growth will be accelerating in the coming quarters. Having that in mind it is of course worrying that the indicator in the last couple of months has been indicating a relative sharp slowdown in NGDP growth, which of course provides some justification for the Fed’s recent action.

I must stress that I have constructed the NGDP market indicator for illustrative purposes, but I am also convinced that if commodity prices and bond yields and maybe market inflation expectations were included in the indicator and the weighing of the different sub-indicators was based on proper econometric methods (rather than a simple unweighted index) then it would be possible to construct an indicator that would be able to forecast NGDP growth 1-4 quarters ahead very well.

So again – there is no disconnect between the markets and the economy. Rather market prices are very good indicators of monetary policy “easiness” and therefore of future NGDP. In fact there is probably no better indicator for the monetary policy stance than market prices and the Federal Reserve and other central banks should utilize market prices much more in assessing the impact of monetary policy on the economy than it presently the case. An obvious possibility is also to use a future NGDP to guide monetary policy as suggested by Scott Sumner.

Related posts:

Understanding financial markets with MV=PY – a look at the bond market
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