What we talk about when we talk about the efficient market hypothesis

Okay, this is gonna get wonky. Giuseppe Paleologo writes, in a comment to my post on Krugman vs. Chicago,

It is not true that:

“The central empirical prediction of the efficient market hypothesis, as laid out by Eugene Fama at the 1969 annual meeting of the American Finance Association, was that markets would move over time in accordance with the Capital Asset Pricing Model.”

CAPM, and all factor models, are *much* stronger than the EMH, i.e., they imply the EMH, but are not implied by it. CAPM’s predictions are also much, much stronger. This was made abundantly clear by the empirical tests summarized by Fama in survey of the empirical literature in 1970 and 1997. …

Incidentally, to point out the inadequacy of CAPM, one should mention the seminal papers by Roll in the seventies. All of this has nothing to do with the EMH. Fama and French in 1992 was aimed at advancing factor models, not defending the EMH from CAPM’s (or any one-factor model) empirical failure.

It is rather sad that Fox is officiating this debate, if only in his own mind. In my understanding, referees are supposed to know the rules of the game. Fox is a self-described “non-economist semi-intellectual” who clearly doesn’t intimately understand what he’s talking about. The impression one gets is that he’s dancing about architecture, and he doesn’t realize it.

As a non-academic who often writes (sometimes at inordinate length) about academic economics and finance, I do often worry that maybe I’m just missing the point because I can’t entirely follow the discussion—and I’m sure that sometimes I am just dancing about architecture. But responses like this make it clear why I need to keep trying: because the insiders get so caught up in their insider debates that they forget what it was they were talking about in the first place. The EMH that emanated from the University Chicago in the late 1960s was a theory not just that market movements can’t be reliably predicted but that prices are right. Here’s Eugene Fama, in the famous efficient market paper he delivered in 1969 and published in 1970:

The primary role of the capital market is allocation of ownership of the economy’s capital stock. In general terms, the ideal is a market in which prices provide accurate signals for resource allocation: that is, a market in which firms can make production-investment decisions, and investors can choose among the securities that represent ownership of firms’ activities under the assumption that security prices at any time “fully reflect” all available information. A market in which prices always “fully reflect” available information is called “efficient.” (Eugene F. Fama, “Efficient Capital Markets: A Review of Theory and Empirical Work,” The Journal of Finance, May 1970, p. 383.)

Fama said that in order to test whether markets were efficient in this sense you needed an economic theory of how prices were determined. He chose the Capital Asset Pricing Model, devised a few years before by Jack Treynor, Bill Sharpe and John Lintner. It said risky stocks would outperform less-risky ones, with the risk that mattered being something called beta—the correlation of a stock’s movements to those of the overall market.

Roll started pointing out issues with CAPM in the 1970s, and Fama and French concluded in 1992 that the conjunction of CAPM and the EMH simply didn’t match the data. They chose to jettison CAPM, not the EMH (Fischer Black made more or less the opposite choice). But without an economic theory of how stock prices should move, there’s no way of testing the claim that markets are efficient in the “price is right” sense. Pricing models like the arbitrage pricing theory or the Fama-French factor models simply assume that prices are right, then extrapolate from that what the relevant risk factors must be that determine prices. But this assumption that prices are right is now based on no empirical evidence at all. In fact, both Fama and Roll have said that there’s just no way to tell whether prices are right or not.

That leaves us with an efficient market hypothesis that merely claims, as John Cochrane puts it, that “nobody can tell where markets are going.” This is an okay theory, and one that has held up reasonably well—although there are well-documented exceptions such as the value and momentum effects. But if “we can’t tell where the markets are going” was all the finance professors had to offer, they wouldn’t have had much influence. They certainly wouldn’t be paid as well as they now are. (You just got a Ph.D in not knowing where the markets are going? Great! Have $120,000 a year. And hey, how about a couple of lucrative consulting gigs?)

The price-is-right combo of EMH and CAPM allowed finance professors to say much more than “we dunno.” They may not have known exactly where a stock’s price was headed, but thanks to CAPM they could confidently predict the bounds within which it would move. Thus armed they went on to conquer the world, eventually transforming MBA curricula, legal thinking, corporate governance, financial regulation and many aspects of investment practice. It’s admirable that finance scholars—especially Fama, since it was his theory in the first place—kept sniffing around and eventually concluded that the EMH/CAPM combo didn’t match the evidence. It’s not so great that some of them now pretend that the price-is-right version of the efficient market hypothesis never existed, and fail to fully confront what its demise means for a lot of the other things taught in finance and investment classes.

Update: If you just can’t get enough of this thrilling topic, here I am talking with Leonard Lopate about it today on WNYC radio.

Related Topics: Capital Asset Pricing Model, Economy & Policy, Wall Street & Markets
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  • jomiku

    It would be so much easier if things like Say’s Law were named something appropriate to their actuality. Gravity is a law – find an exception to “things fall.” Say’s Law is actually Say’s Conjecture or maybe Say’s Statement about Markets. The difference is that believers in Mies et al treat this Conjecture as a given and then give you reams of material about how Keynes didn’t refute it. That isn’t science. In science, you actually have to prove your Conjecture and arguing that it hasn’t been disproved doesn’t count for squat.

    I note in passing that there seem to be as many formulations of Say’s Law as users of it and that some become so different from the base statement that they contain major seeds of contradiction – and that can go directly to Keynes. But I quibble because I’m used to actual proofs of actual things.

    The basic point I’m making is that one needn’t refute Say’s Law because it isn’t a law and hasn’t been proven, and that Keynes and many others have developed the concepts in ways that reveal it isn’t a law at all.

  • ambledge

    Justin, I don’t think EMH is considered to be correct in the profession in the sense that it holds at all times. I think it’s useful as a way of thinking about the market just as CAPM is. To say that these theory failed is really just shining a light on the over reliance of the financial industry on these formulas. Economic theory is not physical law. The simplifying assumptions in these models almost guarantees that they’ll be wrong 99% of the time. But the models provide a way of thinking about the market that is also better than random chance or an educated guess might be in the absence of the models and theory. Economic theory is a lot more like medical advice e.g., take some of these pills and maybe you’ll feel better. There are no guarantees. And we don’t argue doctors are overpaid because they can’t solve all the problems they see. The real world is much more complicated. Just as Newton’s simple equations don’t work as well when there’s friction and bodies are not moving in a vacuum, economic theory works a lot less well when there are irrational and herding behavior, short-sightedness, conflicts of interest and other ‘frictions’ we see in the real world. CAPM and EMH will still be taught after this crisis because it’s the best theory we have not because it’s perfect.

  • jomiku

    BTW, Mr. Fox, I know my comment above is not really on point. I just wanted to rant because sometimes the utter slipperiness of this stuff gets to me.

    And no, Newton’s equations work very well; physics is not the same as economics. And if now the idea is that CAPM et al are merely “better” or “best” or “possible” candidates for explanation and modeling, then somehow I’ve missed what the fuss has been about for much of my adult life.

  • ambledge

    A lot of people have missed the fuss about what these models mean.

  • ambledge

    And also the reallocation of people who do finance into other sectors of the economy is probably a good outcome of this economy. Economic theory gives us insight but it doesn’t give anyone who wields it any special powers and those who think so… well look at portfolio insurance, LTCM and all the examples that follow.

  • tc125231

    A friend recently cited some research to me showing that ideological (political, religious, and other) opinions appear to be tired into the brain’s pleasure centers when processed. Thus, the people who hold them have significant biological disincentives against changing them.

    Whether this is actually true, I have no idea, but it certainly describes the behavior of the EMH crowd when reality turn out not to support their beliefs.

    In general, I believe this is the point that the (in some circles) infamous Krugman has made repeatedly, and at more length than I care to.

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  • tc125231

    To pursue this further, merely having nice math is not enough for events purporting to be “real”. Feynman, in the first lecture on QED, describes how delightfully “absurd” the behavior of photons through glass is found to be. His point is that nature does not have to be emotionally comprehensible to us.

    http://en.wikipedia.org/wiki/QED_(book)

    The Ptolemaic solar system has nice math in it. It just turn out, in fact, to be inaccurate. The earth is NOT the center of the solar system.

    EMH is highly appealing emotionally. It just does not reflect reality. No one who has spent a lifetime buying and reselling for profit believes otherwise.

    Now look –the market is the best statistical mechanism we have for the assignment of value –albeit an imperfect one.

    But wrapping social policy in grandiose unprovalble allegations of the EMH is for zealots and children.

  • bryanfromhouston

    What tc125231 said.
    .
    Let’s face. A true assessment of these models would lead one to conclude that much of it is of marginal value. It is hocus-pocus and shenanigans developed, packaged and sold.
    .
    What was it PT said about suckers….?

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  • http://himaginary.wordpress.com himaginary

    I think your summary of finance theory history above is a bit skewed. The baseline thesis of financial theory is “no-risk-no-return” rather than “price-is-right”. That is, if there is extra return vis-a-vis market, you must be taking extra risk compared to market. Conversely, if you don’t want to take risk as large as that of market, you must accept lower-than-market return. Starting from Markowitz’s Mean-Variance, and moving onto CAPM, APT, BARRA, Fama-French 3 factor model,… all these models tried to capture and quantify the risk, not the “right” level of price. So when they jettisoned CAPM, it’s not because it cannot predict price correctly, but because they found (or thought they found) that idiosyncratic risk cannot be cancelled away as CAPM assumed.

    And, borrowing Samuelson’s words, I think you are confusing micro efficiency and macro efficiency. Blaming financial professors for macro inefficiency sounds like attacking a straw man. The true culprit is macro economists, who innocently applied EMH developed on micro-basis to macroeconomic theory.

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