People From New York City

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April 10, 2026

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April 10, 2026

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"The businessman may be compared with two other types of individuals who are essentially concerned with behavior under uncertainty ― the scientist and the statistician. The scientist must choose, on the basis of limited information, among the innumerable logically conceivable laws of nature, a limited number. He cannot know whether his decisions are right or wrong, and, indeed, it is none too clear what is meant by those terms. There is a long history of attempts to reduce scientific method to system, including many which introduce probability theory, but it cannot be said that any great formal success has attended these efforts. If we were to compare the businessman to the scientist, we would be forced to the melancholy conclusion that little of a systematic nature can be said about the former’s decision-making processes. The statistician typically finds himself in situations more similar to that of the businessman. The problem of statistics can be formulated roughly as follows. It is known that one out of a number of hypotheses about a given situation is true. The statistician has the choice of one of a number of different experiments (a series of experiments can be regarded as a single experiment, so that drawing a sample of any size can be included in this schema), the outcome of any one of which is a random variable with a probability distribution depending on which of the unknown hypotheses is correct. On the basis of that outcome, the statistician must take some action (accept or reject a hypothesis, estimate the mean of a distribution to be some particular value, accept or reject a lot of goods, recommend a change in production methods, and so on), the consequences of which depend on the action taken and on the hypothesis that is actually true."

- Kenneth Arrow

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"I was influenced very early on, my first time at the—I spent a year at the Center at Palo Alto, the Center for Advanced Study there, and I became a good friend of Kenneth Arrow. I think he was not at the Center that year but he lived in Palo Alto. [...] Marvelous man. Both as a person and as a scholar. And I became as I say greatly influenced by the way in which he dealt with phenomena. [...] So I was influenced by that as a model, a way of thinking more abstractly, perhaps, than customary, about democratic theory. Making clear the premises, the epistomological assumptions and matters of that kind, and I think that sort of set the stage. And then once you get in of course, into that field, which was not highly— I don’t know how to put this properly—as a formal field of political science was not highly developed at the time, once you get into it you quickly become aware of how rich the potential subject matter is. One of the enormous changes, perhaps anticipating your question, one of the changes in the world is the extraordinary increase in the number of countries that, by the standards that we use today, can be called democratic—always, I repeat this and repeat this, but, always keeping in mind the difference between the ideal and the threshold at which we now accept a country as democratic, or a polyarchy as I would say. And the enormous increase in the number of those available for study—when I was a graduate student, there were maybe half a dozen countries that you could study: France and Britain and, I’m not quite sure of Canada at that time . . . and then the expansion created out there a field . . . that was both a challenge and an opportunity."

- Kenneth Arrow

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