How Bad are Inflation Models, Expectations, and Forecasts vs Reality?

The Porcupine Flips

In The Porcupine Flips, Eurointelligence provides amusing as well as accurate statements about the ECB’s inflation models. The same applies to the US, even more so. 

If anyone wonders why the pandemic models have been hopelessly wrong, just take a look at inflation models. Pandemic models are actually not too bad by comparison. Sure, they are wrong most of the time, but they are wrong in the normal sense in which models are wrong. They are sometimes too pessimistic, sometimes too optimistic.

Macroeconomic inflation models have the unique distinction of being wrong and biased. They perform worse than all of the following: a random number generator, a soothsayer with big ball, and a monkey with a dartboard. I am not suggesting that central banks should replace staff economists with monkeys. But if they did, the first thing we would note is a measurable reduction in forecasting bias. Wrong and unbiased is better than wrong and biased.

Our graph above is a stylised version of what has happened in the euro area, and what I expect to happen. The left side is nicknamed the porcupine chart, with the dotted lines representing the forecasts at various times, the blue line the rate of inflation, and the red line the inflation target. Note that the forecasts always erred in the same direction. This is because the inflation models are hardwired to predict inflation to revert to ECB’s 2% target. It is an example of policy bias. If you predicted some other number, you would indirectly acknowledge that your policy is wrong.

Apart from policy bias, there is another important reason why central bank forecasting models perform so poorly. The models are not built for an inherently unstable environment, like our global economy since the financial crisis. The models have no way of dealing with financial shocks, pandemics and global supply chain shocks with persistent effects. Shocks do exist in those models, but their long-term net effect is zero. The 1970s do not exist in those models. Stagflation is impossible. The world of those models is a parallel universe.

If weather models performed similarly poorly, they would have been discarded a long time ago. But economists and central banks have invested so much into these models that the action of discarding them would imply a loss of face. Central banks cling to a strange definition of credibility. They are not the people who say: we tried it. It did not work. We are now going to try something else. Like a gambler facing ruin, they double down.

The intellectually lazy central banker relies on models that explain a world of unknown unknowns with known knowns.

That is one of the best columns Wolfgang Münchau has ever written, if not the best. 

Readers know I have been hounding the Fed and its ridiculous models for years. 

Fed Models 

  1. Phillips Curve
  2. Inflation Expectations 
  3. Consumer Spending Expectations

The Fed models all of those things and more. It places great weight on models that are both  logically and proven nonsense.

In Search of the Phillips Curve

Regarding point 1, Yet Another Fed Study Concludes Phillips Curve is Nonsense

Previously I noted that a Fed Study Shows Phillips Curve Is Useless. Yet, economists keep trying.

Both studies were done by Fed staffers. 

Yet, Fed Chairs Janet Yellen and Jerome Powell did not believe the Fed’s own study. 

in March of 2017, Janet Yellen commented the “Phillips Curve is Alive“.

Fed presidents continue to believe their own academic training on the model, proven not to work in practice.

Mercy Me! Inflation Expectations Are No Longer Well Anchored

On July 14, 2021, I commented Mercy Me! Inflation Expectations Are No Longer Well Anchored

For most of eight years reported inflation was under 2% and often under 1%, and briefly negative. Yet, the look ahead median point prediction was never below 2.9%.

If expectations mattered, why did the CPI and PCE stay below 2% so long? 

Expectations Fantasy

  • For most of 8 consecutive years, year-over-year CPI and PCE was under 2%.
  • In that same time frame, the Median 3-year estimate and the median point projections was seldom below 3%.
  • If inflation expectations mattered, that chart would be impossible.
  • Alternatively, one might say people believe low inflation is transitory.
  • Yet, we constantly hear the Fed yapping “Inflation expectations are well anchored”.

Elastic vs Inelastic Demand

I highlighted inelastic items.

Perhaps a portion of education is elastic. But a portion of other housing is inelastic as is a portion of communication and other goods.

Recreation is elastic and so is apparel (assuming one does not ruin one’s only coat or shoes).

Somewhere between 80% and 90% of household purchases are inelastic.

Yet, the Fed is fully 100% committed to belief in inflation expectations. 

Inelastic Item Questions

Q: If consumers think the price of food will drop, will they stop eating? Will they eat twice as much if they expect prices will rise?

Q: If consumers think the price of gas will drop, will they stop driving?

Q: If consumers think the price of rent will drop, will they hold off renting until that happens? Will they rent two apartments if they expect the price to rise?

Asset prices are a different matter, however.

Asset Price Expectations

  • People do buy stocks it they believe prices will rise. They avoid stocks or sell them if they expect prices will drop.
  • People will stretch to buy a home if they expect prices to rise. They wait if they expect prices will drop.

Note that every member of the Fed talks about expectations that don’t matter ignoring those that do matter.

And not only does the Fed ignore asset price expectations, they ignore asset prices totally. That’s how you get three enormous bubbles in 20 years.

A Fed Economist Concludes the Widely Believed Inflations Expectations Theory is Nonsense

On October 1, 2021, I noted A Fed Economist Concludes the Widely Believed Inflations Expectations Theory is Nonsense

Here are some excerpts from the actual study: 

The direct evidence for an expected inflation channel was never very strong. Most empirical tests concerned themselves with the proposition that there was no permanent Phillips curve tradeoff, in the sense that the coefficients on lagged inflation in an inflation equation summed to one.

In addition, most standard tests of the new-Keynesian Phillips curve suffer from such severe potential misspecification issues or such profound weak identification problems as to provide no evidence one way or the other regarding the importance of expectations (much the same statement applies to empirical tests that use survey measures of expected inflation).

What little we know about firms’ price-setting behavior suggests that many tend to respond to cost increases only when they actually show up and are visible to their customers, rather than in a preemptive fashion.

It is far, far better and much safer to have a firm anchor in nonsense than to put out on the troubled seas of thought. John Kenneth Galbraith (1958). 

Few things are harder to put up with than the annoyance of a good example. Mark Twain, The Tragedy of Pudd’nhead Wilson (1894)

Fed Group Think

Fed Chair Jerome Powell is a total believer in inflation expectations. So were previous Fed Chairs Janet Yellen and Ben Bernanke.

It is all part of the groupthink nature of the Fed.

Well Anchored Nonsense

Please recall my August 31, 2020 post The Fed’s Stupidity is Still Well Anchored.

Former Fed chairs Janet Yellen and Ben Bernanke were both big Phillips Curve advocates despite the fact the theory never worked even according to Fed studies.

Every Fed Chair since at least Greenspan believes in inflation expectations.

I was unaware of John Kenneth Galbraith’s 1958 statement “It is far, far better and much safer to have a firm anchor in nonsense than to put out on the troubled seas of thought,” when I made my comment “Stupidity is well anchored.” 

Lacy Hunt on Economic Models 

I discussed economic models with Lacy Hunt in two recent interviews.

Snips From #4

At one point I accidentally stated housing is over 30% of GDP. I meant to say CPI (consumer prices) not GDP. In a following sentence I did correct to consumer prices. 

Here are a couple of snips.

Mish: Lacy let’s kick this off with inflation expectations. Ben Bernanke, Greenspan, Powell have this model. … So much of consumer spending is actually not discretionary. So where do they get this idea that what people think will happen actually matters. What do you think about inflation expectations Lacy?

Lacy: It’s not really possible to measure inflation expectations. I said that in the prior interview. You have to look at the fundamentals over a longer period of time, 2, 3, 5, years. And you basically have to take a very rational approach. You cannot extrapolate the current trends in inflation. And you need to ask yourself what determines inflation. ….

Mish for President of the Dallas Fed

On November 18, I threw my hat into the ring with this spoof regarding an opening at the Fed: Mish for President of the Dallas Fed

I did send that to the committee, promising to work on ending the Fed.

Many people nominated me as well and a dozen or so got thanks from the committee for my name.

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StukiMoi
StukiMoi
2 years ago
No economic “model” has ever been any different, from the similarly-arrived-at “models” degenerate and clueless roulette player employ to guide their future bets. No “model” could be, even on the off-chance that those who devised it were literate and intelligent. Which, of course, noone stupid enough to not understand this, will ever be.
The fact that models work in physics, and physicists are smart, simply does not mean mindlessly aping physicists in a completely different arena, will somehow make you “smart” as well. Not at the roulette table. Not when dealing with economic actors. In fact, all that doing so does, is underscore how blatantly and obviously _not_ smart you are.
“Models” work in physics, only because the subjects of study are assumed to be static, or at a minimum to change in predictable ways. That kind of works for atoms. And planets. And pressure waves etc…
But it specifically does not work, when your study subjects, are rationally optimizing individuals with free wills. Once they are, then whatever action you take, or are expected to take, or that others are expected to take, on the basis of what your model predicts, is anticipated. Then gamed for maximum gain, by each and every one of your supposedly static subjects. Then, each of them will try to anticipate, and game, what they think others will do as a result of becoming aware of your “study.” And so forth and so forth, until none of them any longer behave even remotely like they did prior to your study’s findings. Hence, your model no longer works. http://every.single.time.Whithout.a.Single.Exception.Whatsoever.In.All.Of.The.Uiverse’s.History.
Only the truly unintelligent, illiterate, incompetent and severely logically challenged, does not realize this intuitively. Believing rational self optimizers will somehow NOT take the “findings” of your childish “studies” into considerations when making future plans, hence gaming them and rendering them no longer accurate, is so naive that I’d be shocked if a 5 year old made such an easily and obviously identifiable mistake. For supposedly grown people to do so, over and over again, is simply mind boggling. And really says all there is to be said about the childbrain fest attempted passed off as “economics” these days.
Treepower
Treepower
2 years ago
The appointment of Janet Yellen as Treasury Secretary in a quasi-marxist administration tells you all you need to know.  These ‘neutral academics’ are nothing of the sort, they are political activists who have usurped institutional power, for whom it is easy to use bogus models and theories as convenient academic fig-leaves for blatantly political policy choices.  Mish, they don’t believe in those models any more than you do, but they certainly know how to use them as a smokescreen for their leftist activism.
JeffD
JeffD
2 years ago
The Medical CPI component is a complete joke. For a two person household making $65K/yr where I live, unsubsidized insurance premiums are $12000/yr minimum, assuming neither person has any medical/pharmaceutical needs, whatsoever.
GaiaMoney
GaiaMoney
2 years ago
As alwyas a very impressive inflation analysis. To dig for some theoretical laughs at the Fed’s modelling try this new article by Blair Fix: “The Truth About Inflation – Inflation is always and everywhere a phenomenon of structural change”  link to gaiageld.com
 
Jojo
Jojo
2 years ago
Let me share the FED’s considered response:
“Thanks for sharing”.  
Eddie_T
Eddie_T
2 years ago
I do take issue with the idea that real inflation was ever lower than 2% for very long. , CPI, yes. Real inflation, no. 
I think inflation is always understated in central bank models…and real inflation now is higher by that amount, too, than reported CPI-U. If unadjusted CPI-U for October was reported at 6%…..then I think it’s safe to guess a real number might be north of 7.5%
If we have a crash in RE and equities, I’d expect inflation to dip below zero until markets found a new bottom….but imho it’s a fairly safe bet to invest long term in tangible assets…..expecting inflation to be a given over time…..at least in the particular asset classes I care to own for investments. 
Call_Me
Call_Me
2 years ago
The fed’s bevy of models does not exist to help enlighten.  There are many drones toiling away at the various fed locations and they need to produce something.  Crank out models, write about their development/modification, and write about their output – work for the sake of work!
The quality of the data generated can always be explained away by temperatures that are too warm/cool, ‘unpredictable’ politicians, or some other way in which the real world failed the model.  In short, it’s someone else’s fault.
Mish
Mish
2 years ago
i am struggling greatly with my key computer. posting from backup. lots of news today i cannot get to but have a pre-written post coming up shortly
Maximus_Minimus
Maximus_Minimus
2 years ago
The CPI divergence from reality is one of the basis of my view that the world is run by incorrigible clowns, those who believe in their own bullsh*t.
RonJ
RonJ
2 years ago
What will inflation expectations be in a WEF “you will own nothing and be happy” world?
AWC
AWC
2 years ago
The Central Planners can remain irrational longer than you can remain solvent. 
We can play the game, or break with the “Oracles” that “Know” more than all the worlds markets, and all the worlds market players. 
Do y’all feel lucky in gamesmanship?
That said, now, what might be the best conduit to get us to the “Other Side?”  An item that has endured, and will outlive all oracles from Nostradamus through Jay Powell?  And yes, will most certainly outlast Potato Head?
Tony Bennett
Tony Bennett
2 years ago
“Fed presidents continue to believe their own academic training on the model, proven not to work in practice.”
ALL IN on Greenspan’s “wealth effect” … they’ll use any excuse to jam markets higher.  Bernanke in a moment of truthiness:
“higher stock prices will boost consumer wealth and help increase confidence, which can also spur spending. Increased spending will lead to higher incomes and profits that, in a virtuous circle, will further support economic expansion.”
too bad the top 10% own 90% of equities … leaving the bottom 90% with the scourge of inflation.
Tony Bennett
Tony Bennett
2 years ago
“The intellectually lazy central banker relies on models that explain a world of unknown unknowns with known knowns.”
I despise their arrogance.  Back in the day I called it the “Rumsfeld Defense”.  When OIF started Rumsfeld’s daily pressers were televised.  At the podium he was so cocksure.  In his view prosecution of war in any other way than conducted would have led to worse outcome.  No matter the blatant FUBAR apparent to anyone who had not swallowed the yellow ribbon potion.
Tony Bennett
Tony Bennett
2 years ago
in March of 2017, Janet Yellen commented the “Phillips Curve is Alive“.
2017 was a banner year for ole Janet:

“Would I say there will never, ever be another financial crisis?” Yellen said at a question-and-answer event in London.

“You know probably that would be going too far but I do think we’re much safer and I hope that it will not be in our lifetimes and I don’t believe it will be,” she said.

Luckily, her incompetence apparent and no longer in position of power … oh wait, …

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