Adam Smith’s contributions to probability theory?

In a previous post, I asked whether Adam Smith was a closet Bayesian, and I concluded that post with a reference to an obscure but intriguing paper titled “A study of Adam Smith’s original contributions to economic theory and decision making under uncertainty” by Michael Emmett Brady, a lecturer at the Dominguez Hills campus California State University. (See also his 2015 book of essays on Adam Smith and John Maynard Keynes below.)

Among other things, Brady’s 2016 paper identifies three passages in The Wealth of Nations as proof of “Adam Smith’s original contributions to economic theory and decision making under uncertainty.” (Brady 2016, p. 39) For reference, I reproduce the three relevant passages below:

PASSAGE #1:

The first passage Professor Brady cites is from Book V, Chapter 2 of The Wealth of Nations, where Smith is explaining why the business of insurance can be successfully carried out by a joint stock company in a free market, i.e. without monopoly rights:

“The value of the risk, either from fire, or from loss by sea, or by capture, though it cannot, perhaps, be calculated very exactly, admits, however, of such a gross estimation, as renders it, in some degree, reducible to strict rule and method. The trade of insurance, therefore, may be carried on successfully by a joint-stock company, without any exclusive privilege. Neither the London Assurance, nor the Royal Exchange Assurance companies have any such privilege.” (WN, V.ii.b.34, p. 756; Brady’s emphasis)

For Prof. Brady, this passage is evidence in support of the proposition that “probabilities are not precise.” This may not sound like a big deal, but it really is. See here and here, for example.

PASSAGE #2:

The next passage Prof. Brady mentions is from Book I, Chapter 10 of The Wealth of Nations, where Smith is explaining “inequalities” in the wages of labour:

“… the wages of labour in different. employments vary according to the probability or improbability of success in them.

“The probability that any particular person shall ever be qualified for the employment to which he is educated is very different in different occupations. In the greater part of mechanic trades, success is almost certain; but very uncertain in the liberal professions. Put your son apprentice to a shoemaker, there is little doubt of his learning to make a pair of shoes; but send him to study the law, it is at least twenty to one if ever he makes such proficiency as will enable him to live by the business. In a perfectly fair lottery, those who draw the prizes ought to gain all that is lost by those who draw the blanks. In a profession where twenty fail for one that succeeds, that one ought to gain all that should have been gained by the unsuccessful twenty. The counsellor-at-law who, perhaps, at near forty years of age, begins to make something by his profession, ought to receive the retribution, not only of his own so tedious and expensive education, but that of more than twenty others who are never likely to make anything by it. How extravagant soever the fees of counsellors-at-law may sometimes appear, their real retribution is never equal to this. Compute in any particular place what is likely to be annually gained, and what is likely to be annually spent, by all the different workmen in any common trade, such as that of shoemakers or weavers, and you will find that the former sum will generally exceed the latter. But make the same computation with regard to all the counsellors and students of law, in all the different inns of court, and you will find that their annual gains bear but a very small proportion to their annual expense, even though you rate the former as high, and the latter as low, as can well be done. The lottery of the law, therefore, is very far from being a perfectly fair lottery; and that, as well as many other liberal and honourable professions, are, in point of pecuniary gain, evidently under-recompensed.

“Those professions keep their level, however, with other occupations, and, notwithstanding these discouragements, all the most generous and liberal spirits are eager to crowd into them. Two different causes contribute to recommend them. First, the desire of the reputation which attends upon superior excellence in any of them; and, secondly, the natural confidence which every man has more or less, not only in his own abilities, but in his own good fortune.” (WN, I.x.b.21-23, pp. 122-123; Brady’s emphases)

For Brady, the above passage illustrates the problem of “unreliable probabilities with different weights of evidential support.”

PASSAGE #3:

Lastly, Brady refers to Adam Smith’s discussion of retaliatory tariffs in Book IV, Chapter 2 of The Wealth of Nations. According to Smith, whether country A should impose a retaliatory tariff on country B as a strategic device to induce the repeal of country B’s tariffs depends on the probability that such a retaliatory tariff will, in fact, succeed in persuading country B to repeal its tariffs. But who is in the best position to make such a probability calculus? Smith tells us in Book IV, Chapter 2:

“There may be good policy in retaliations of this kind, when there is a probability that they will procure the repeal of the high duties or prohibitions complained of. The recovery of a great foreign market will generally more than compensate the transitory inconveniency of paying dearer during a short time for some sorts of goods. To judge whether such retaliations are likely to produce such an effect, does not, perhaps, belong so much to the science of a legislator, whose deliberations ought to be governed by general principles, which are always the same, as to the skill of that insidious and crafty animal vulgarly called a statesman or politician, whose councils are directed by the momentary fluctuations of affairs. When there is no probability that any such repeal can be procured, it seems a bad method of compensating the injury done to certain classes of our people, to do another injury ourselves, not only to those classes, but to almost all the other classes of them. for that alone would seldom affect them considerably, but some other manufacture of theirs.” (WN, IV.ii.39, p. 468; no emphases by Brady)

QUESTIONS:

Do these three passages really amount to “original contributions” to decision making under uncertainty? Can a case be made that Adam Smith was a closet Bayesian? And, lastly (for now), why doesn’t Professor Brady cite Smith’s more extensive and prescient discussion of the psychology of lotteries and “the certainty or uncertainty of the returns” in Book I, Chapter 10 of The Wealth of Nations, especially paragraphs 27 to 33? I will return to and further discuss all of these questions in my next few posts later this week.

WORKS CITED:

Brady, Michael Emmett. 2015. Adam Smith: Essays on Adam Smith, John Maynard Keynes, and Their Interval Valued Approaches to Probability, Decision Making, and Uncertainty. Xlibris.

Brady, Michael Emmett. 2016. A study of Adam Smith’s original contributions to economic theory and decision making under uncertainty. International Journal of Business Policy & Governance, 3(3): 39-50, https://thescholedge.org/index.php/sijbpg/article/view/290

Smith, Adam. 1981. An Inquiry into the Nature and Causes of the Wealth of Nations (R. H. Campbell and A. S. Skinner, editors), 2 vols. Liberty Fund.

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Sunday song: Happy Days

I was listening to a rebroadcast of an old recording of American Top Forty with the legendary Casey Kasem on my second-favorite SiriusXM channel — 70s on 7 — the other day when this oldie by the musical duo Pratt & McClain popped up. Their hit song, which peaked at No. 5 on the AT40 in 1976, is still one of my favorites from my childhood days!

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Was Adam Smith a closet Bayesian?

By all accounts (see, e.g., Frame 2015, p. 44; see also here and here), the Rev. Thomas Bayes (1701-1761) developed his now-famous theorem in the 1740s but never published his remarkable work during his lifetime; instead, it was his close friend and fellow dissenting minister, the moral philosopher and mathematician Richard Price (1723-1791), who edited and communicated Bayes’s unpublished work via a letter to physicist John Canton (1718-1772), who then read Bayes’s paper, along with an appendix prepared by Price, aloud to the famed Royal Society of London on 23 December 1763. (The mathematician-astronomer Pierre-Simon Laplace (1749-1827) made additional contributions to Bayesian probability in the late 1700s; see here.)

For his part, Adam Smith’s familiarity with inverse probability is unclear at best. Although Smith was elected a Fellow of the Royal Society on 21 May 1767, he could not have been present at that 1763 meeting of the Royal Society in which Bayes and Price’s work on probability was discussed (Smith was still in Glasgow), and he was either en route to France or in France when Bayes’s original paper and Price’s appendix were finally published and circulated (Bayes 1763; Price 1765). Also, although Smith and Price shared many mutual friends (e.g. David Hume) and moved in the same London social circles, Smith himself had a low opinion of Price. In a letter dated 22 December 1785, Smith writes: “Price’s speculations cannot fail to sink into the neglect that they have always deserved. I have always considered him as a factious citizen, a most superficial Philosopher and by no means an able calculator.” (Corr. No. 251) Ouch!

Nevertheless, although there is no other evidence that Smith engaged with or incorporated Bayesian probability theory in any of his works, he definitely had some implicit appreciation of the concept of probability, for the words “probability” and “probably” appear a lot of times in his Wealth of Nations — by my count, over 110 times in all! By way of comparison, the word “liberty” appears 88 times. (By way of further comparison, “probability” and “probably” appear about two dozen times in Smith’s Theory of Moral Sentiments, while the word “liberty” appears only 15 times.) Bonus link: Check out this paper by my colleague Michael Emmett Brady (2016), a lecturer at the Dominguez Hills campus of California State University.

An Intuitive (and Short) Explanation of Bayes' Theorem – BetterExplained
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Friday funnies: A.I. edition

Talk about the division of labor: large language models can write your term papers and grade them too!

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The wisdom of Adam Smith: public debt edition

Is American exceptionalism for real? With the recent news that the public debt of the United States has now surpassed $40 trillion (see here, for example), I want to take a moment to share my previous blog posts (from earlier this year) on Adam Smith’s thoughts on public debts:

  1. The last chapter of The Wealth of Nations: *Of Publick Debts*
  2. Adam Smith, father of public choice theory
  3. The real reason why nations fail according to Adam Smith
  4. Adam Smith on the social cost of public debts
  5. Adam Smith’s new Utopia (and his epic smack-down of politicians)
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Final thoughts on Adam Smith’s 1784 Additions and Corrections to The Wealth of Nations

Happy hump day! I began my in-depth survey of Adam Smith’s 79-page pamphlet, Additions and Corrections to the First and Second Editions of Dr. Adam Smith’s Inquiry into the Nature and Causes of the Wealth of Nations (Smith 1784), way back on 25 June 2026 (see here). Since then, we have carefully combed through Smith’s work line-by-line and paragraph-by-paragraph. Today, eight weeks later (19 August), I will conclude my survey with some final thoughts on this timeless pamphlet as a whole.

To begin, two things about Smith’s 1784 pamphlet strike me as especially noteworthy. One is the fact that Smith was still engaged in scholarly pursuits even after he was appointed to the position of Commissioner of Customs in 1778 and Commissioner of Salt Duties in 1780. The other is how Smith incorporates into various parts of his pamphlet the knowledge he must have acquired as a dual commissioner. But what I find most illuminating of all is Smith’s digression on joint stock companies in the last part of his pamphlet, where the Scottish scholar surveys the leading corporations of his day and diagnoses a potential disease that most large-scale private and public companies share in common: the principal-agent problem. (See here, for example.)

In closing, it’s also worth noting that Adam Smith was writing up his additions and corrections to The Wealth of Nations in 1784 while the French artist Jacques-Louis David was painting his masterpiece, “Oath of the Horatii” (pictured below), in Paris. Like the father of the Horatii brothers, arming his sons for battle against the enemies of Rome, Smith’s pamphlet arms us for battle against mercantilism and the enemies of free markets, for among other things, Smith explores the relationship between wealth and power (here), makes the case for free trade (here), and levels a devastating critique of monopolies (here) and farm subsidies (here). In short, Smith’s additions and corrections are no mere afterthought; they are central to his slam-dunk defense of markets and his overall libertarian project!

File:Jacques-Louis David - Oath of the Horatii - Google Art Project.jpg
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Conclusion of Adam Smith’s digression on joint stock companies

It’s time to wrap up my survey of Adam Smith’s digression on joint stock companies, which first appeared in his 1784 pamphlet Additions and Corrections to the First and Second Editions of Dr. Adam Smith’s Inquiry into the Nature and Causes of the Wealth of Nations (Smith 1784). Simply put, to sum up my multi-part survey thus far, Adam Smith is not a big fan of joint stock companies. According to Smith, even when a joint stock company is granted monopoly rights, it is still almost always destined fail due to the inherent conflict of interest or fundamental disconnect between the owners of the company (shareholders) and the agents who are actually running it (managers/directors).

More specifically, as we saw in some of my previous posts on Smith’s digression on joint stock companies (see here), this corporate principal-agent problem manifests itself in the divergent time horizons and misaligned incentives of the shareholders on the one hand, who bear the ultimate financial risk of failure, and the agents of the company on the other, who will be tempted to pursue high-risk ventures or engage in wasteful expenses in order to aggrandize their own personal lucre and power, or in the immortal words of Adam Smith (1784, p. 60), “The directors of such companies, however, being the managers rather of other people’s money than of their own, it cannot well be expected that they should watch over it with the same anxious vigilance with which the partners in a private copartnery frequently watch over their own.” In short, the directors and managers of a corporation are playing with other people’s money, not their their own!

But are there any circumstances in which a joint stock company can overcome this handicap? For Smith, ever the intellectually-honest and astute pragmatist, the answer is a qualified yes! More specifically, in paragraphs 32 to 39 of the last part of his 1784 pamphlet (pp. 76-79), the Scottish scholar identifies four — but only four — lines of business in which joint stock companies can succeed in making money even without a monopoly: banking, insurance, canals, and waterworks.

What about corporations in other types of industries, like copper mining, lead smelting, and glass grinding — the three examples that Adam Smith himself refers to in the last paragraph (para. 40) of his pamphlet? In a word (ok, two words), no dice. Smith writes: “Except the four trades above mentioned [i.e., banking, insurance, canals, and waterworks], I have not been able to recollect any other in which all the three circumstances requisite for rendering reasonable the establishment of a joint stock company concur.” (Smith 1784, p. 79) So, what are these three necessary conditions for a joint stock company to succeed?

  1. Greater and more general utility than common trades. “First, it ought to appear with the clearest evidence that the undertaking is of greater and more general utility than the greater part of common trades …” (p. 78) In other words, the enterprise must serve a broad public purpose or provide a significant utility to society at large, such as the provision of credit (banking), spreading financial risk (insurance), or providing critical public infrastructure (canals and waterworks).
  2. Large capital expenditures to go into business. “[A]nd secondly, that it [the undertaking] requires a greater capital than can easily be collected into a private copartnery.” (p. 78) That is, in order to get off the ground, the business requires a capital expenditure far greater than what could readily be raised by a standard private partnership or individual private fortunes.
  3. Routine and uniform operations. The third requisite condition is that the operations of the company must be capable of being reduced to a strict rule, routine, or “uniformity of method as admits of little or no variation” (p. 76). Why is the uniformity of business operations so crucial? Because uniformity and routine reduce the temptation of the managers to pursue high-risk ventures and make it easier for the shareholders to monitor the performance of the agents of the corporation.

Nota bene: I will offer some closing thoughts on Adam Smith’s 1784 pamphlet as a whole in my next post.

ADAM SMITH Watercolor and Ink Portrait - POSTER - Various Sizes ! Art Print  - Etsy
Image credit: lautir
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Monday music: Espoir

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Death of a fabulist

To my mind, one of the most maddening aspects of the whole Jason Arday affair has been the business-as-usual progressive and pro-DEI biases of the mainstream media and of the blogosphere. Have you noticed, for example, how most of the news articles and blog posts (both in the U.S. and the U.K.) reporting or commenting on the Jason Arday affair mention Nathan Cofnas’s damning substack post exposing Arday’s alleged misconduct (i.e. the post that set this entire affair into motion), but how — at the same time — few, if any, of these articles and blog posts actually bother to provide a link to Cofnas’s original exposé, which is titled “DEI Fraud and Cover-Up at Cambridge“. Hmmm. (As of this writing, the one exception I can find to this sneaky media blockade is Retraction Watch; see here.) In addition to the above links, I have also archived Cofnas’s devastating hit piece here for good measure in case our big tech overlords were to try to erase it from the Internet.

Be that as it may, the case of this now-deceased academic con artist provides us another painful reminder of what we already should have known about so-called “critical theory”, education studies, and post-modernism more generally. (Surprise, surprise!) And his death may have not been in vain for another reason, for his alleged misconduct highlights another major gap in academia: the lack of legal liability for research fraud. After all, why should Cambridge University be immune from liability (especially to her students) for hiring Arday in the first place, and why should the academic journals that published Arday’s fraudulent work likewise be immune from liability? On these questions, see my 2017 paper “Legal Liability for Research Fraud.” (My main argument is that, without the threat of legal liability, the parties in the best position to detect research fraud, like academic hiring committees and journal editors, will have no economic incentive to change their intellectually pernicious and shallow DEI ways.)

Bonus links: Why philosophers hate that ‘equity’ meme. (I include this link because I see this popular meme as an intellectual litmus test of sorts.) Also, like my colleague and friend Josh Blackman, I cannot help but ask, How many more Jason Ardays are there, especially in academia?

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Adam Smith’s digression on joint stock companies (compendium of my recent blog posts)

Nota bene: I will conclude my comprehensive survey of Adam Smith’s 1784 digression on joint stock companies on Tuesday (18 August), but in the meantime below is a compendium of my recent blog posts on Adam Smith’s critique of joint stock companies:

General (three posts)

  1. Adam Smith and the economics of corporate governance
  2. Adam Smith’s rebuke of corporate boards
  3. Adam Smith’s digression on joint stock companies (continued)

Royal African, Hudson’s Bay, and South Sea companies (one post each)

  1. Adam Smith’s brief history of the Royal African Company
  2. Adam Smith’s survey of the Hudson’s Bay Company
  3. Adam Smith’s South Sea Company post-mortem

East India Company (five posts)

  1. Adam Smith’s very long paragraph: part 1 of 3
  2. Adam Smith’s very long paragraph: part 2 of 3
  3. Adam Smith’s very long paragraph: part 3 of 3
  4. Lessons from the rise and fall of the East India Company: public versus private government
  5. Lessons from the rise and fall of the East India Company: Adam Smith’s Catch-22

Bonus link (via Wikipedia): List of chartered companies

East India Company | History, John Company, Battle of Plassey, Definition,  & Facts | Britannica
Ships of the East India Company (image credit: Encyclopædia Britannica)
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