Saturday, July 12, 2014

Fw: Farnam Street: The Uses Of Being Wrong

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Farnam Street: The Uses Of Being Wrong

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The Uses Of Being Wrong

Posted: 11 Jul 2014 05:35 AM PDT

Confessions of wrongness are the exception not the rule.

Daniel Drezner, a professor of international politics at the Fletcher School of Law and Diplomacy at Tufts University, pointing to the difference between being wrong in a prediction and making an error, writes:

Error, even if committed unknowingly, suggests sloppiness. That carries a more serious stigma than making a prediction that fails to come true.

Social sciences, unlike physical and natural sciences, finds a shortage of high-quality data on which to make predictions.

How does Science Advance?

A theory may be scientific even if there is not a shred of evidence in its favour, and it may be pseudoscientific even if all the available evidence is in its favour. That is, the scientific or non-scientific character of a theory can be determined independently of the facts. A theory is ‘scientific’ if one is prepared to specify in advance a crucial experiment (or observation) which can falsify it, and it is pseudoscientific if one refuses to specify such a ‘potential falsifier’. But if so, we do not demarcate scientific theories from pseudoscientific ones, but rather scientific methods from non-scientific method.

Karl Popper viewed the progression of science as falsification — that is science progresses by elimination of what doesn’t work and hold. Popper’s falsifiability criterion ignores the tenacity of scientific theories, even in the face of disconfirming evidence. Scientists, like many of us, do not abandon a theory because the evidence may contradict it.

The wake of science is littered with discussions on anomalies and not refutations.

Another theory on scientific advancement, proposed by Thomas Kuhn, a distinguished American philosopher of science, argues that science proceeds with a series of revolutions with an almost religious conversion.

Imre Lakatos, a Hungarian philosopher of mathematics and science, wrote:

(The) history of science, of course, is full of accounts of how crucial experiments allegedly killed theories. But all such accounts are fabricated long after the theory has been abandoned.

Lakatos bridged the gap between Popper and Khun by addressing what they failed to solve.

The hallmark of empirical progress is not trivial verifications: Popper is right that there are millions of them. It is no success for Newtonian theory that stones, when dropped, fall towards the earth, no matter how often this is repeated. But, so-called ‘refutations’ are not the hallmark of empirical failure, as Popper has preached, since all programmes grow in a permanent ocean of anomalies. What really counts are dramatic, unexpected, stunning predictions: a few of them are enough to tilt the balance; where theory lags behind the facts, we are dealing with miserable degenerating research programmes.

Now, how do scientific revolutions come about? If we have two rival research programmes, and one is progressing while the other is degenerating, scientists tend to join the progressive programme. This is the rationale of scientific revolutions. But while it is a matter of intellectual honesty to keep the record public, it is not dishonest to stick to a degenerating programme and try to turn it into a progressive one.

As opposed to Popper the methodology of scientific research programmes does not offer instant rationality. One must treat budding programmes leniently: programmes may take decades before they get off the ground and become empirically progressive. Criticism is not a Popperian quick kill, by refutation. Important criticism is always constructive: there is no refutation without a better theory. Kuhn is wrong in thinking that scientific revolutions are sudden, irrational changes in vision. [The history of science refutes both Popper and Kuhn: ] On close inspection both Popperian crucial experiments and Kuhnian revolutions turn out to be myths: what normally happens is that progressive research programmes replace degenerating ones.

***

A lot of the falsification effort is devoted to proving others wrong and not ourselves. “It's rare for academics, Drezner writes, to publicly disavow their own theories and hypotheses.”

Indeed, a common lament in the social sciences is that negative findings—i.e., empirical tests that fail to support an author's initial hypothesis—are never published.

Why is it so hard for us to see when we are wrong?

It is not necessarily concern for one's reputation. Even predictions that turn out to be wrong can be intellectually profitable—all social scientists love a good straw-man argument to pummel in a literature review. Bold theories get cited a lot, regardless of whether they are right.

Part of the reason is simple psychology; we all like being right much more than being wrong.

As Kathryn Schulz observes in Being Wrong, “the thrill of being right is undeniable, universal, and (perhaps most oddly) almost entirely undiscriminating … . It's more important to bet on the right foreign policy than the right racehorse, but we are perfectly capable of gloating over either one.”

As we create arguments and gather supporting evidence (while discarding evidence that does not fit) we increasingly persuade ourselves that we are right. We gain confidence and try to sway the opinions of others.

There are benefits to being wrong.

Schulz argues in Being Wrong that “the capacity to err is crucial to human cognition. Far from being a moral flaw, it is inextricable from some of our most humane and honorable qualities: empathy, optimism, imagination, conviction, and courage. And far from being a mark of indifference or intolerance, wrongness is a vital part of how we learn and change.”

Drezner argues that some of the tools of the information age give us hope that we might become increasingly likely to admit being wrong.

Blogging and tweeting encourages the airing of contingent and tentative arguments as events play out in real time. As a result, far less stigma attaches to admitting that one got it wrong in a blog post than in peer-reviewed research. Indeed, there appears to be almost no professional penalty for being wrong in the realm of political punditry. Regardless of how often pundits make mistakes in their predictions, they are invited back again to pontificate more.

As someone who has blogged for more than a decade, I've been wrong an awful lot, and I've grown somewhat more comfortable with the feeling. I don't want to make mistakes, of course. But if I tweet or blog my half-formed supposition, and it then turns out to be wrong, I get more intrigued about why I was wrong. That kind of empirical and theoretical investigation seems more interesting than doubling down on my initial opinion. Younger scholars, weaned on the Internet, more comfortable with the push and pull of debate on social media, may well feel similarly.

Still curious? Daniel W. Drezner is the author of The System Worked: How the World Stopped Another Great Depression.

—
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Thursday, July 10, 2014

Fw: [New post] Book Review: Recursive Models of Dynamic Linear Economies

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Date: Thu, 10 Jul 2014 05:17:52
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Subject: [New post] Book Review: Recursive Models of Dynamic Linear Economies

Post : Book Review: Recursive Models of Dynamic Linear Economies
URL : http://blogs.cfainstitute.org/investor/2014/07/10/book-reviews-recursive-models-of-dynamic-linear-economies/
Posted : July 10, 2014 at 1:16 am
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Tags : asset pricing model, Time series analysis
Categories : Economics, Portfolio Management, Quantitative Methods

The authors build various versions of a wide range of models from modern capital market theory and asset pricing theory. Using the book's formulas and algorithms, professionals with a deep background in economics and econometrics could soon be devising their own new models.

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Wednesday, July 9, 2014

Fw: Outside the Box - Poverty Matters for Capitalists

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Date: Wed, 9 Jul 2014 14:36:42 -0400
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Subject: Outside the Box - Poverty Matters for Capitalists

Outside the Box
Poverty Matters for Capitalists
John Mauldin | Jul 09, 2014
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Having taken Thomas Piketty to the cleaners a few weeks back (see “Gave & Gave … and Hay”), Charles Gave now redresses the balance with regard to the issue of economic inequality in today’s Outside the Box. He makes a forceful case that “poverty matters for capitalists”:

Every US recession that I can recall was preceded by a fall in long rates, and I doubt the next will be much different. As such, do not expect the next US downturn to arise from the Federal Reserve pushing rates higher, an overvalued dollar or even mal-investments. Expect it to result from a decline in the income of the working poor. Early warning signs are likely to show up in the shopping aisles of stores such as Walmart, average driving miles, and the price of houses at the cheaper end of the market. I suspect the lesson that will eventually be learnt is that in a modern industrialized economy there are few worse things a central bank can do than deliberately attack the spending power of the poor.

Charles is clearly tying the economic struggle of the working poor to Federal Reserve policy. As he says, “negative real rates amounts to the Fed imposing a regressive tax on the poor although it lacks the authority to collect taxes.”

Income decline among the least wealthy in US society is not just an economic issue, he asserts:

At a moral level, I would also question the validity of a system that no longer allows its weakest members to get by. This is why I contend that the post-2010 policy of ZIRP has had little to do with protecting the health of the capitalist system, but rather has been a ruse to protect the rich. The policy is not only failing to deliver growth, it is also immoral.

And that income decline has been drastic since 2000, and particularly since 2010. Charles has created what he calls a “Walmart CPI,” which tracks the prices of rent, food, and energy (the things the poor must spend nearly all their income on); and he uses it to demonstrate the effects of negative real rates on the poor. Since 2000 there has been more than a 15% increase in the ratio of the Walmart CPI to standard US CPI.

We can expect this deadly combination of rising prices for necessities and declining incomes to affect the stock market, too, says Charles:

Pretty much every equity bear market in the US over the last 30 years has occurred against the backdrop of the working poor experiencing a decline in living standards (the one exception was 1987 when the market was reacting to over valuation).

Strong stuff. But that’s Charles: never afraid to tell it like he sees it.

I am preparing to leave for Nantucket in a few hours, and I’m looking forward to the trip. I’ve never been there; and not only are my hosts providing very pleasant accommodations along the waterfront, they have also conveniently arranged for the weather to be nearly perfect. I have an iPad full of books that are all begging to be read, and of course a weekly letter will have to be teased out of my computer sometime in the next few days.

Wrapping up, two significant items hit my inbox this morning, including one from Andrew McCreath, who is a host for BNN in Canada. He uses data from my friend Bill Dunkelberg, Chief Economist of the National Federation of Independent Business (who will be visiting me in a few weeks here in Dallas), showing the correlation between certain aspects of the NFIB survey and wages. It will be good news for workers if wage hikes are in the offing, but that means that margins in businesses, which are sky-high right now, will come under pressure. This also plays well into Rosie’s (David Rosenberg’s) theme that we are going to see wage inflation soon, which he visualizes in interestingsa charts. Will this trend finally lead to some talk of interest rate increases? And yet I am told that Ben Bernanke, in his $250,000 speeches, is saying that we will not see much higher rates in his LIFETIME.

Maybe Ben (who is still young enough that “his lifetime” means a VERY long time) was reading David Kotok’s latest note this morning, as David worries a few trout in Wyoming:

Gasoline prices have reached levels that (1) will be sustained for a while in all likelihood and (2) that are, in real terms, equivalent to levels that previously led to economic slowdowns in the US. This development prompted our exit from [an overweight position in the Energy] sector.

In a compelling study, Ned Davis Research examined the real price of gasoline, adjusted for the inflation rate, and its economic impacts. The inflation-adjusted price of gasoline today has reached levels that have historically throttled growth. Furthermore, the Ned Davis study finds that a higher price for gasoline would be the equivalent of a major shock. The research suggests that under either circumstance – current gas prices or prices that surge even higher – the weight on the economy from that adjustment is onerous.

And I just can’t close without this brief, ironic comment. Readers may know that I have neighbors who question my Texas ancestry (which goes back to the Republic, thank you) because I don’t own any guns. I am perfectly content for my friends to have lots of them and feel gun ownership is one of those sacred rights, but I have just never been motivated to build a bunker with an arms locker, or even possess a small pistol. For whatever reason, I feel perfectly safe without one.

With that admission (which some will applaud and others see as a glaring lapse of character), I note that over the 4th of July weekend, there were 82 people shot, 14 fatally, in Chicago.

I read elsewhere that Houston had six shot and two dead over that same period. Chicago, the third-largest city in the US, has no places where you can legally buy a gun. Houston, the fourth-largest US city, has over 500 (including Walmarts, etc., which are not listed as gun stores per se but have rather extensive offerings). Not sure what that means, but you have to wonder.

Have a great week. And enjoy your summer! I know most farmers are, as the weather is perfect for growing all sorts of crops, which look to produce record yields in the US this year.

Your going to be reading about GDP this week analyst,


John Mauldin, Editor
Outside the Box
JohnMauldin@2000wave.com

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Poverty Matters for Capitalists

By Charles Gave
GaveKal Dragonomics
July 8, 2014

Inflation is a much misunderstood phenomenon. Most people assume that a CPI rate of 10% means that most prices are rising by a similar amount. In reality, some prices may be falling even while others soar. This matters because price variations affect socio-economic groups in very different ways. The rich tend not to be impacted unduly by price hikes for “necessities” such as food, rent and fuel, while the impact on the poor is to slash that portion of their income left over for discretionary spending.

A sharp rise in the price of staples imposes an effective tax on low earners, resulting in recession conditions for firms that sell to them. The broad picture in the US may be of low interest rates and rising real average incomes, but the poor have seen their real incomes slashed since 2008 and with scant subsequent improvement. The poor also own few assets. Aside from the inequity of such a situation, the macro concern is that the erosion of real incomes creeps up the earning scale so that middle earners eventually see an erosion of living standards. At some point, the decline in activity created by a fall in average incomes will lead to a recession.

I have tested this postulate by building a US inflation index comprised of price variations for oil, food and rent. This can be seen in the chart below where rent is weighted at 50%, food at 30% and energy at 20%. I term this price measure the Walmart Index since it is where most low earners tend to shop. The chart shows the relationship since 1934 between the US CPI and my adapted measure of the price index most relevant to the lives of the least well-off in America.

There is a clear relationship between periods of rising prices for essential items and negative real rates. Such a policy undermines the dollar as a store of value. As a result, investors seek alternatives such as gold, oil and agricultural land (see The High Cost Of Free Money). Boiled down, the impact for low earners is an abnormal rise of the Walmart CPI vs the US CPI. Put another way, negative real rates amounts to the Fed imposing a regressive tax on the poor although it lacks the authority to collect taxes.

The chart below shows the impact of this effective tax hike on household incomes. The actual income of the low income group varies more when measured against the price of necessities rather than the broad CPI.

Looking back, it is clear that America’s working poor did pretty well between 1982 and 2000, and had a bad time in the ensuing period, when real interest rates have, for the most part, been negative.

Next, consider the “acceleration phenomenon”, which we have often used to explain the non-linear dynamics of consumption. We have mostly used this tool to show spending in developing economies experiencing real income growth. Sadly, we now apply the method to the US under reversed conditions. The framework begins with the observation that the propensity to spend on certain goods does not rise smoothly with income, but moves in steps: households just above a certain income threshold are much more likely to buy say, a car, than households just below it; hence the notion of “acceleration”. Our thesis is that significant sections of the US population have stopped consuming certain bigger ticket items. For illustration, the chart below shows the likely impact of a 25% fall in average incomes.

The economic impact

The chart below shows a worrying relationship between the standard of living, as measured by the Walmart CPI, and US recessions.

Going back to 1970 each time the lower income group of Americans experienced a fall in their standard of living for two years or more, the period ended with a recession. This is the inevitable arithmetical outcome from pursuing policies which crimp the incomes of that population cohort most inclined to spend what they earn. At a moral level, I would also question the validity of a system that no longer allows its weakest members to get by. This is why I contend that the post-2010 policy of ZIRP has had little to do with protecting the health of the capitalist system, but rather has been a ruse to protect the rich. The policy is not only failing to deliver growth, it is also immoral.

The stock market impact

Pretty much every equity bear market in the US over the last 30 years has occurred against the backdrop of the working poor experiencing a decline in living standards (the one exception was 1987 when the market was reacting to over valuation).

Conclusion

Every US recession that I can recall was preceded by a fall in long rates and I doubt the next will be much different. As such, do not expect the next US downturn to arise from the Federal Reserve pushing rates higher, an overvalued dollar or even mal-investments. Expect it to result from a decline in the income of the working poor. Early warning signs are likely to show up in the shopping isles of stores such as Walmart, average driving miles, and the price of houses at the cheaper end of the market. I suspect the lesson that will eventually be learnt is that in a modern industrialized economy there are few worse things a central bank can do than deliberately attack the spending power of the poor.

Given the Fed’s asinine policy stance, at least since 2002, it seems likely that the prices of discretionary items bought by the least well off are likely to slip into a protracted decline. Hence, the deflationary tendencies that have been visible for some years are likely to explode during the process of a deflationary contraction. The fact that the price of oil, gas and rents has continued to rise only hardens my conviction in this view.

I make no claim on the timing of this outcome. But the end game for this cycle is surely for US long rates to decline and quality spreads to open massively. My advice would be to maintain a deflation hedge in all portfolios, improve liquidity and boost the quality of both bond and equity holdings.

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Outside the Box

Tuesday, July 8, 2014

Fw: Research Perspectives: Harold Evensky, Smead Capital Management, Eaton Vance, Fortigent, Oak Associates, and others

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July 8, 2014
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APViewpoint Events featuring Bob Veres and Daniel Solin: If you're an APViewpoint member, or join today, you're invited to attend our two upcoming webinars featuring nationally known APViewpoint thought leaders Bob Veres and Daniel Solin. Simply click on the banner ad at the top of every APViewpoint page to be taken to the APViewpoint Events registration page. Not a member yet? Sign up at APViewpoint today! 

 

Welcome to Research Perspectives, a daily newsletter containing a short summary of the economic and market commentaries that we consider most relevant to our audience. These commentaries are from independent research firms, fund companies, and advisors.

 

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Newsletter

 

Hi! I hope you had a great 4th and you're having a great summer. It's been a busy one at E&K as you'll see from my closing note and a fun one for Deena and me as we recently returned from a cruise to Reykjavik, Iceland, a most charming city but a bit off-putting with over 20 hours of sunlight.

 

Newsletter by Harold Evensky of Evensky & Katz

 

The Internet is Brutally Efficient and Totally Agnostic

 

On my way home from work recently my progress was impinged by a group of protesters headed up 4th Avenue in downtown Seattle to the headquarters of the Gates Foundation. Bill and Melinda Gates are spending millions trying to figure out how to make the U.S. education system more efficient and successful. Some of their recommendations are thought to damage efforts by the most powerful teachers' unions to protect the interests of teachers. The Gates Foundation wants to bring efficiency and seems to understand that they need to be agnostic in their approach.

 

The Internet is Brutally Efficient and Totally Agnostic by William Smead of Smead Capital Management

 

An Allocation to Currencies May Provide Income and Lower an Overall Portfolio's Volatility

 

Most investors understand the benefits of diversification and the risks of owning just one security. But many overlook the benefits of broadening their currency exposure and have all their investments concentrated in the U.S. dollar. Investing in a mix of foreign currencies may lower the risks of an overall portfolio, provide additional sources of income and can potentially enable investors to pursue a wider array of opportunities around the world.

 

An Allocation to Currencies May Provide Income and Lower an Overall Portfolio's Volatility by Michael Cirami, Eric Stein, John Baur, Matthew Murphy, Bradford Godfrey of Eaton Vance

 

Will Latest Jobs Report Force the Fed to Act?

 

After a reasonably bleak winter, labor markets are on the rebound, just in time for the Federal Reserve to decide when they should stop asset purchases. Recent figures suggest that labor markets are very near Fed targets, raising the possibility that interest rate hikes could begin sooner than expected.

 

Will Latest Jobs Report Force the Fed to Act? by Chris Maxey, Ryan Davis of Fortigent

 

Volatility Takes a Sabbatical

 

The theme of the second quarter was low volatility, as stocks continued to grind higher. As June ended, the S&P 500 had gone 51 consecutive trading sessions without moving 1% or more in either direction. Not since April 16 has the index moved at least 1% in a given day. This is a remarkable streak and quite a contrast with the volatility of recent years. Naturally, when something like this happens, the inclination is to try to figure out what it means for the market going forward.

 

Volatility Takes a Sabbatical by Mark Oelschlager of Oak Associates

 

Four Characteristics of a Thunderstorm...and the Stock Market

 

Summer storms in the stock market tend to conform to Mother Nature's version.

 

Four Characteristics of a Thunderstorm...and the Stock Market by Jerry Wagner of Flexible Plan Investments

 

Blowout Jobs Data Won't Trigger Quicker Rate Hike

 

The markets are digesting a stellar jobs report, which may fuel debate over when the Fed will start raising rates. But it's important for investors to understand the Fed's holistic approach in order to avoid a kneejerk reaction, writes Kristina Hooper.

 

Blowout Jobs Data Won't Trigger Quicker Rate Hike by Kristina Hooper of Allianz Global Investors

 

Slow but Steady Growth

 

In the second quarter of 2014 major asset class performance was positive. The Dow was up 2.4%, the S&P up 4.7%, and the NASDAQ up 5%. International equities nearly kept pace with US equities; the MSCI ACWI ex US was up 3.8%.

 

Slow but Steady Growth by Richard Michaud of New Frontier Advisors 

 

 


Yesterday's Commentaries are below: 

 

 

India and Indonesia: Change, Challenge and Opportunity by Jack Deino of Invesco Blog

 

Quotes on a Screen and Blotches of Ink by John Hussman of Hussman Funds

 

Europe's Debt Wish by Kenneth Rogoff of Project Syndicate

 

Adapt or Perish: The Retirement Financial Decision by Robert Isbitts of Sungarden Investment Research

 

Looking Back - Beta Drove Returns Last Week by Team of GaveKal Capital

 

The Prudent Investor's Approach to Retirement Income by Kendall Anderson of Anderson Griggs

 

TIPS Outperform in the 2014 Second Quarter and First Half by Stephen Percoco of Lark Research, Inc.

 

The Tide is High by Edward Talisse of Chelsea Global Advisors

 

 

 

 

We also offer a weekly digest of the most popular commentaries, published on Friday at 4pm ET. To subscribe to it, or to update your profile, select the "Update Profile/Email Address" option at the bottom of this email. Please send any comments and suggestions to feedback@advisorperspectives.com.

  

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