Search site

with
IMS arXiv
Electronic access to journals and articles

arXiv
Probability section
Statistics section
Project Euclid
JSTOR

 

IMS Journals and Publications

Annals of Statistics
Annals of Applied Statistics
Annals of Probability
Annals of Applied Probability
Statistical Science
IMS Bulletin
Lecture Notes - Monograph Series
NSF-CBMS Regional Conference Series
IMS Collections
IMS Monographs and IMS Textbooks

IMS Co-sponsored Journals and Publications
Current Index to Statistics
Electronic Communications in Probability
Electronic Journal of Probability
Electronic Journal of Statistics
Journal of Computational and Graphical Statistics
Probability Surveys
Statistics Surveys

IMS Affiliated Journals
ALEA - Latin American Journal of Probability and Mathematical Statistics
Probability and Mathematical Statistics

IMS Supported Journals
Annales de l'Institut Henri Poincaré
Bayesian Analysis
Bernoulli
Brazilian Journal of Probability and Statistics
Stochastic Systems
   
   
 
 
IMS general email
  ims@imstat.org
Web site contact

imswebmaster@imstat.org
 
   
   
   
   
 

Varadhan Receives The Abel Prize

created 22  Mar  2007

The day it was announced that Varadhan would receive the 2007 Abel Prize, the editors of the IMS Bulletin invited me to write a profile “bio-sketch”. Having, as a consequence of writing two biographical pieces about him in the past, become his official biographer, I suppose they assumed that it would be easy for me to write another. Given the tight deadline, I accepted their invitation on the condition that they allow me to borrow extensively from the article I wrote for the Notices of the AMS at the time when Varadhan ran for the presidency of that august society, an article to which, with all due modesty, I attribute the sound trouncing that he received in the subsequent election. They agreed and, as anyone familiar with it will recognize, I have lifted most of what follows from my Notices article.

Varadhan, whom everyone else calls Raghu, came to America from his native India in the fall of 1963. Arriving at Kennedy Airport (or was it still Idlewild?), he proceeded to Manhattan by bus, past twenty miles of uninterrupted cemeteries. For a young Hindu from Madras accustomed to tidier procedures for disposing of the dead, this introduction to his future home must have been less than reassuring: was he entering some sort of necropolis? His destination in Manhattan was that famous institution, The Courant Institute of Mathematical Science, where, at the behest of Monroe Donsker, he had been given a postdoctoral fellowship. At the time, CIMS had not yet moved out of the hat factories to which NYU had originally consigned Richard Courant’s reincarnation of Gottingen. Thus, when I, a humble graduate student from the opulent Rockefeller Institute, first met Varadhan, he was sequestered in one of the many dingy, windowless offices out of which flowed a remarkably large fraction of the postwar mathematics of which America (or at least the American mathematical community) is justly proud.

Varadhan had completed his PhD at the Indian Statistical Institute in Calcutta. As much as any other institution, ISI is responsible for the (apparently incorrect) rumor that the Indian term for statistician is “Rao.” Thus, it was a surprise to no one that Varadhan came equipped with a superb grounding in statistics (a subject about which few other probabilists know anything at all). But CIMS was hoping for more. Varadhan’s own arrival at CIMS had been preceded by that of V.S. Varadarajan, another renowned graduate of ISI, whose extraordinary mathematical erudition was already evident in the much-coveted set of notes which he produced during his sojourn there. Within a year or so, Varadhan demonstrated that he certainly could, and probably would, fulfill or exceed any of the hopes that Donsker and the rest of CIMS might have for him. Although, because most of the results had been found slightly earlier by no less a figure than K. Ito, he never published the research which he did during his first year at CIMS, within a few months of his arrival, Varadhan’s promise was never again in doubt. Rather than pine over his misfortune, Varadhan dropped the project on which he had spent a year and took up, mastered, and brought to fruition an idea of Donsker’s which made its first appearance in the beautiful thesis of Donsker’s student M. Schilder. The general idea in Schilder’s thesis was that one should attempt Laplace-type methods to develop asymptotics for the evaluation of Wiener integrals. Although, thinking in terms of Feynman integral representations for solutions to Schrodinger’s equation, physicists had made somewhat casual reference to related ideas in order to justify Ehrenfest’s “theorem” (the one which asserts that quantum mechanics becomes classical mechanics as Planck’s constant goes to 0), Schilder seems to have been the first mathematician to come to grips with the challenge presented by carrying out Laplace asymptotics in an infinite dimensional setting. However, Schilder’s treatment was somewhat primitive and its applicability was severely limited. In particular, only after Varadhan took up the problem did it become clear that Schilder had been studying a very special example of what statisticians call the theory of large deviations.

The study of large deviations goes back to the work of Khinchine and Cramer, but the term ’theory’ is not an accurate description of what they had produced. In fact, if there is, even now, something which deserves the name, the theory of large deviations was born in Varadhan’s famous 1966 article on the subject, in the CIMS journal Communications on Pure and Applied Mathematics (29, no. 3). It was in that article that he clarified the analogy between large deviations and the theory of weak convergence of measures, an analogy on which he based his formulation of the large deviation principle in terms of an upper bound for closed sets and a lower bound for open sets. Of course, a formulation does not a theory make. But Varadhan provided the theory as well. Namely, as summarized to me by a Japanese friend, the theory of large deviations consists of two steps: the first one requires you to prove either the upper or lower bound yourself, the second step is to get on the telephone and ask Varadhan how to prove the other bound.

As anyone who has followed his career will confirm, large deviations has been a recurring theme in Varadhan’s mathematics. For one thing, Varadhan has had an uncanny ability to understand that large deviations are manifest in all sorts of situations where nobody else even suspected their presence. To me, the most spectacular example of his special insight lies in his realization that M. Kac’s old formula for the first eigenvalue of a Schrodinger operator can be interpreted in terms of the large deviations. Like those in Schilder’s thesis, the large deviations here involve Wiener measure. However, whereas Schilder dealt with large deviations of Brownian paths over a very short interval, the explanation for Kac’s formula must be sought in the large deviations of Brownian paths from ergodic behavior over very long intervals. So far as I know (and I was one of his students), Kac himself, much less anyone else, had never guessed that such an interpretation might exist. Furthermore, I suspect that not even Varadhan anticipated the wealth of results to which systematic exploitation of his insight has led over the last 20 years. His insight not only underlies the profound applications which appear in his own famous work with Donsker, but also accounts for the subsequent (possibly over-abundant) effusion of articles by others (including myself) on the topic.

Toward the end of the period when Varadhan was polishing off the program initiated in Schilder’s thesis, he and I began the discussions which eventually led to our formulation of diffusion theory in terms of what we called the martingale problem. Those discussions took place more than 40 years ago, but they remain in my mind as the single experience which makes me most grateful to have entered mathematics. Of course, the pleasure of participating in what turned out to be a successful enterprise was great. But I think that I am being honest when I assert that the ultimate success of our collaboration was only part of the pleasure which I derived from it. The other part was my getting to know Varadhan. I was a young man who had been afforded every advantage: I had educated, prosperous parents who paid my passage through the best schools in America. Here was a man my own age whose parents, though superbly educated, were far from prosperous. He had won his passage by out-performing all but a handful of the literally millions of Indians his age. Perhaps more impressive to me was that, unlike most of the people I knew who had succeeded in the face of adversity, Varadhan had emerged unscathed. Unlike the majority of gifted people whom I had encountered, Varadhan never used his gifts as a weapon against his less gifted colleagues. He was then, and remains, a true gentleman.

- Daniel W. Stroock

Please see the Abel Prize Web site.

Click here to return to IMS News.