VINCENT P. CRAWFORD
Department of Economics
University of California, San Diego
9500 Gilman Drive
La Jolla, CA  92093-0508

(858) 534-3452
(858) 534-3383 messages
(858) 534-7040 fax

e-mail: vcrawfor "at" dss.ucsd.edu

2003 Photo by Zoë Crawford at right (click to enlarge)
1999 Photos by Dorothy Hahn


Recent papers and presentations
Older downloadable papers
Curriculum Vitae
Press
Photos
Links


Current Courses

 






Past Courses





In memory of my father, Bennett Crain, 1930-2006


















Great-great-great-great-uncle "Bill" (William Harris Crawford, 1772-1834;
click to enlarge) 


                                                                                                                                                                                                                                                                                                                                                                                           




Recent Papers and Presentations
(download free Foxit Reader for pdf files; read Preston McAfee on why it's better (it is: a lot) and on the also-free PDF Forge Creator to make your own pdf files



Behavioral and experimental game theory


Vincent Crawford, "Modeling Behavior in Novel Strategic Situations via Level-k Thinking," to be presented in the Marketing Seminar, Haas School of Business, University of California, Berkeley, 3 April 2008; the Applied Micro Theory Workshop, University of Pennsylvania, 28 April 2008; and at GAMES 2008, Third World Congress of the Game Theory Society, 14 July 2008 




Vincent Crawford, Uri Gneezy, and Yuval Rottenstreich, “The Power of Focal Points is Limited: Even Minute Payoff Asymmetry May Yield Large Coordination Failures,”
American Economic Review 98 (2008), in press; Web Appendix (pdf)

(This paper is an extensive revision of Gneezy and Rottenstreich,  “The Power of Focal Points is Limited: Even Minute Payoff Asymmetry yields Massive Coordination Failures,” 2005.)










Framing the game in our "Chicago Skyscrapers" treatment: the Sears Tower, with the AT&T Building in the background on its left


Vincent P. Crawford, "Level-k Thinking" Lecture slides (there is no paper yet), presented at the 2007 North American Meeting of the Economic Science Association, Tucson, October 18-21













Vincent P. Crawford, Preliminary version of "Let’s Talk It Over: Coordination Via Preplay Communication With Level-k Thinking"and Lecture Slides, presented at the 26th Arne Ryde Symposium, “Communication in Games and Experiments,” 24-25 August 2007, Lund, Sweden (poster)

 





   










      




Vincent P. Crawford and Nagore Iriberri, "Level-k Auctions: Can a Non-Equilibrium Model of Strategic Thinking Explain the Winner's Curse and Overbidding in Private-Value Auctions?," Econometrica 75 (November 2007), 1721–1770; Final version of Web Appendix with detailed calculations and other supporting materials


Previous version, July 2006; Previous version, November 2005 (this version extends our October 2005 specification of truthful level-k types to allow L0 to condition on its own information in a more sensible way, which changes the model's predictions for Avery and Kagel's (1997) design; and corrects an error in our derivation of the implications of random level-k types in Goeree, Holt, and Palfrey's (2002) design); First version, October 2005




Vincent P. Crawford and Nagore Iriberri, "Fatal Attraction: Salience, Naivete, and Sophistication in Experimental Hide-and-Seek Games," American Economic Review 97 (December 2007), 1731-1750; Web Appendix (pdf); Data Appendix (zip); Lecture slides (ppt)
Presented as SESS Student Lecture, Singapore Management University, November 2004

Previous version, February 2006; Previous version, January 2005; Previous version, September 2004; Preliminary version, June 2004

Reference (without screen credit, and with no real appreciation of the importance of level-k thinking...) on 2005 episode of the CBS series Numb3rs, "Assassin," first aired 10/21/2005 (courtesy of William Nguyen Phan; YouTube Clip; Text; Moriarti Comment)  
Charlie: Hide and seek.
Don: What are you talking about, like the kids’ version?
Charlie: A mathematical approach to it, yes. See, the assassin must hide in order to accomplish his goal, we must seek and find the assassin before he achieves that goal.
Megan: Ah, behavioral game theory, yeah, we studied this at Quantico.
Charlie: I doubt you studied it the way that Rubinstein, Tversky and Heller studied two person constant sum hide and seek with unique mixed strategy equilibria.
Megan: No, not quite that way.
Don: Just bear with him.


Thoughts on Hide and Seek games played on naturally occuring "landscapes" from Edgar Allan Poe's The Purloined Letter (complete story)
General principles:
"…But he perpetually errs by being too deep or too shallow, for the matter in hand; and many a schoolboy is a better reasoner than he. I knew one about eight years of age, whose success at guessing in the game of 'even and odd' attracted universal admiration. This game is simple, and is played with marbles. One player holds in his hand a number of these toys, and demands of another whether that number is even or odd. If the guess is right, the guesser wins one; if wrong, he loses one. The boy to whom I allude won all the marbles of the school. Of course he had some principle of guessing; and this lay in mere observation and admeasurement of the astuteness of his opponents. For example, an arrant simpleton is his opponent, and, holding up his closed hand, asks, 'are they even or odd?' Our schoolboy replies, 'odd,' and loses; but upon the second trial he wins, for he then says to himself, the simpleton had them even upon the first trial, and his amount of cunning is just sufficient to make him have them odd upon the second; I will therefore guess odd'; --he guesses odd, and wins. Now, with a simpleton a degree above the first, he would have reasoned thus: 'This fellow finds that in the first instance I guessed odd, and, in the second, he will propose to himself upon the first impulse, a simple variation from even to odd, as did the first simpleton; but then a second thought will suggest that this is too simple a variation, and finally he will decide upon putting it even as before. I will therefore guess even' guesses even, and wins. Now this mode of reasoning in the schoolboy, whom his fellows termed 'lucky,' --what, in its last analysis, is it?"

"It is merely," I said, "an identification of the reasoner's intellect with that of his opponent."

(glossary: "arrant simpleton" = L1 (conditional on shared history, which makes one choice focal in a way that would attract L0); "simpleton a degree above the first" = L2; boy with all the marbles = L2 or L3, depending on his assessment of how simple his opponent is)
Specific application:
"At length my eyes, in going the circuit of the room, fell upon a trumpery filigree card-rack of pasteboard, that hung dangling by a dirty blue ribbon, from a little brass knob just beneath the middle of the mantelpiece. In this rack, which had three or four compartments, were five or six visiting cards and a solitary letter. This last was much soiled and crumpled. It was torn nearly in two, across the middle --as if a design, in the first instance, to tear it entirely up as worthless, had been altered, or stayed, in the second. It had a large black seal, bearing the D-- cipher very conspicuously, and was addressed, in a diminutive female hand, to D--, the minister, himself. It was thrust carelessly, and even, as it seemed, contemptuously, into one of the upper divisions of the rack.

"No sooner had I glanced at this letter, than I concluded it to be that of which I was in search. To be sure, it was, to all appearance, radically different from the one of which the Prefect had read us so minute a description. Here the seal was large and black, with the D-- cipher; there it was small and red, with the ducal arms of the S-- family. Here, the address, to the Minister, was diminutive and feminine; there the superscription, to a certain royal personage, was markedly bold and decided; the size alone formed a point of correspondence. But, then, the radicalness of these differences, which was excessive; the dirt; the soiled and torn condition of the paper, so inconsistent with the true methodical habits of D--, and so suggestive of a design to delude the beholder into an idea of the worthlessness of the document; these things, together with the hyperobtrusive situation of this document, full in the view of every visitor, and thus exactly in accordance with the conclusions to which I had previously arrived; these things, I say, were strongly corroborative of suspicion, in one who came with the intention to suspect."




Vincent P. Crawford, "Look-ups as the Windows of the Strategic Soul: Studying Cognition via Information Search in Game Experiments" (based on joint work with Miguel A. Costa-Gomes and Bruno Broseta), to appear in Andrew Caplin and Andrew Schotter, editors, Perspectives on the Future of Economics: Positive and Normative Foundations, Volume 1 in the series Handbooks of Economic Methodologies, Oxford University Press, 2008; Lecture Slides presented at Methodologies of Modern Economics Conference, Center for Experimental Social Science, New York University, 28-29 July 2006; Lecture Slides to be presented at the Conference on the Foundations of Positive and Normative Economics, New York University, 25-26 April 2008.

Previous version, October 2006




Miguel A. Costa-Gomes and Vincent P. Crawford, "Studying Cognition via Information Search in Two-Person Guessing Game Experiments," paper still in progress

Lecture Slides, Berkeley Psychology and Economics Seminar, 6 March 2007, and the Barcelona JOCS Seminar, 26 March 2007; focusing on cognitive and experimental issues
Lecture Slides, Workshop on Econometrics and Experimental Economics, Northwestern University, 28 April 2006; focusing on econometric issues
Earlier version of Lecture Slides, Chicago, 2007, AEA Meetings; focusing on cognitive and experimental issues




Miguel A. Costa-Gomes and Vincent P. Crawford, "Cognition and Behavior in Two-Person Guessing Games: An Experimental Study," American Economic Review 96 (December 2006), 1737-1768; Web Appendix (zip) (A. Instructions for Baseline and Robot/Trained Subjects Treatments; B. Description of Pilots; C. Preliminary Statistical Tests; D. Figures Showing Subjects' Aggregate Guess Distributions, Game by Game; E. Subjects' Guess and Look-up Data; F. Specification Tests and Analysis of Clusters; G. Supplementary Tables; H. Analysis of Search); Data Appendix (zip); Lecture slides; part of Figure 1 from Nagel (1995 AER) referred to in slides
Previous version, August 2006; previous version, December 2005; previous version, October 2004; first version, April 2004
Old Appendix I. Selected Subjects' Information Searches and Types' Search Implications

Figures showing aggregate frequency distributions of guesses game by game (with games identified by the codes from Table 2):
Sara Robinson extensively discusses this paper in her article, "How Real People Think in Strategic Games," in the January/Februrary 2004 issue of SIAM News





Vincent P. Crawford, "Lying for Strategic Advantage: Rational and Boundedly Rational Misrepresentation of
Intentions,"
American Economic Review 93 (March 2003), 133-149; Lecture slides; Mike Royko's column

Previous version (UCSD Discussion Paper 2001-16)


Quotes:
Let me read you some of the actual chatter that we picked up that Spring and Summer:

· 'Unbelievable news in coming weeks'
· 'Big event ... there will be a very, very, very, very big uproar'
· 'There will be attacks in the near future'

Troubling, yes. But they don’t tell us when; they don’t tell us where; they don’t tell us who; and they don’t tell us how." -- Condoleeza Rice, Opening Remarks to the National Commission on Terrorist Attacks Upon the United States, 8 April 2004.



"Συνέντευξη του Διακεκριμένου Καθηγητή του Πανεπιστημίου της Καλιφόρνια, Σαν Ντιέγκο, Professor Vincent P. Crawford: Στο εργαστήριο μαθαίνουμε πώς λαμβάνονται οι αποφάσεις," Εφημερίδα ΤA ΝΕΑ 15/03/2005, ειδικό ένθετο MBA Ανοιχτό: ("Interview of Distinguished Professor at the University of California, San Diego, Professor Vincent P. Crawford: In the Laboratory We Learn How Decisions are Made", in the special inset "MBA Open" of the Greek newspaper "The News," 15 March 2005 (interviewed by Constantina Kottaridi))




Vincent P. Crawford, Lecture Slides for "Outguessing and Deception in Novel Strategic Situations," SESS Distinguished Lecture, Singapore Management University, November 2004; SMU Video webcast (asf, 379 megabytes; may load slowly); Lecture Slides for version  presented at Northwestern University, October 2005

 

Vincent P. Crawford, "Introduction to Experimental Game Theory" (Symposium), Journal of Economic Theory 104 (May 2002), 1-15; html





 











Miguel Costa-Gomes, Vincent Crawford, and Bruno Broseta, "Cognition and Behavior in Normal-Form Games: An Experimental Study," Econometrica 69 (September 2001)), 1193-1235; Correction of minor typos in Table 2 of published version (p.1216)

Preliminary version (UCSD Discussion Paper 98-22, includes appendices); extensively revised version plus Appendix A (UCSD Discussion Paper 2000-02R), Appendices B, C, D, and E; Lecture slidesMouseLab home page


Vincent P. Crawford, "Learning Dynamics, Lock-in, and Equilibrium Selection in Experimental Coordination Games," in Ugo Pagano and Antonio Nicita, editors, The Evolution of Economic Diversity (papers from Workshop X, International School of Economic Research, University of Siena), London and New York: Routledge, 2001, 133-163; Lecture slides

Readers (and potential Routledge authors) should note that Routledge eliminated crucial parts of Figure 6.2(b), making it meaningless. There should be a closed dot at (2,0) and an open dot at (0,0), as in the UCSD Discussion Paper 97-19 version.




Vincent P. Crawford and Bruno Broseta, "What Price Coordination? The Efficiency-enhancing Effect of Auctioning the Right to Play," American Economic Review 88 (March 1998), 198-225.



Vincent Crawford, "Theory and Experiment in the Analysis of Strategic Interaction," in David Kreps and Ken Wallis, editors, Advances in Economics and Econometrics: Theory and Applications, Seventh World Congress, Vol. I, Econometric Society Monographs No. 27, Cambridge, U.K., and New York: Cambridge University Press, 1997, 206-242; reprinted with minor changes and additions in Colin Camerer, George Loewenstein, and Matthew Rabin, editors, Advances in Behavioral Economics, Princeton, NJ: Princeton University Press, 2003, 344-373.




Vincent Crawford, "A Survey of Experiments on Communication via Cheap Talk," Journal of Economic Theory 78 (February 1998), 286-298.




Vincent P. Crawford, "Adaptive Dynamics in Coordination Games," Econometrica 63 (January 1995), 103-143



Vincent P. Crawford, "An 'Evolutionary' Interpretation of Van Huyck, Battalio, and Beil's Experimental Results on Coordination," Games and Economic Behavior 3 (February 1991), 25-59


Vincent P. Crawford,  "Explicit Communication and Bargaining Outcomes," American Economic Review Papers and Proceedings 80 (May 1990), 213-219




Vincent P. Crawford, "Equilibrium without Independence," Journal of Economic Theory 50 (February 1990), 127-154



Vincent P. Crawford, "Learning and Mixed-Strategy Equilibria in Evolutionary Games," Journal of Theoretical Biology 140 (23 October 1989), 537-550

 
Matching Markets






Vincent P. Crawford, "The Flexible-Salary Match: A Proposal to Increase the Salary Flexibility of the National Resident Matching Program," Journal of Economic Behavior and Organization 66 (2008), 149-160; working paper version.
Previous version, February 2005; First version, August 2004
Sara Robinson's August 24, 2004 New York Times article about the proposal,  "Tweaking the Math to Make Happier Medical Marriages" and the graphic published with the article
Patricia Morén's March 29, 2007 Diario Medico (free online registration required) article about the proposal, "La flexibilidad salarial del residente mejora su asignación a distintos centros"
Read more about the National Resident Matching Program; about the residents' lawsuit




Vincent P. Crawford and Elsie Marie Knoer, "Job Matching with Heterogeneous Firms and Workers," Econometrica 49 (March 1981), 437-450


Alexander S. Kelso, Jr., and Vincent P. Crawford, "Job Matching, Coalition Formation, and Gross Substitutes," Econometrica 50 (November 1982), 1483-1504



Vincent P. Crawford, "Comparative Statics in Matching Markets," Journal of Economic Theory 54 (August 1991), 389-400


Miscellany



Vincent P. Crawford and Ping-Sing Kuo, "A Dual Dutch Auction in Taipei: The Choice of Numeraire and Auction Form in Multi-Object Auctions with Bundling," Journal of Economic Behavior and Organization 52 (August 2003), 427-442; final version (UCSD Discussion Paper 2000-10); Lecture slides


Zoë Crawford's photographs of the Hu-Lin (Tiger-Forest) Street Evening Market, including the dual Dutch auctioneer and the numeraire)  
"The Protestant Ethic and the Spirit of Stuffiness" or "Who is Gerard Wanrooy and why did he (and his boss at Elsevier, Joop Dirkmaat), overriding JEBO editor Barkley Rosser's decision, refuse to publish one of these photographs in the article or to post them as accompanying materials linked on JEBO's website; and why did they try even to refuse us the right to publish a link in JEBO to the photographs posted on this website?"




Vincent P. Crawford, "Review of Games of Strategy by Avinash Dixit and Susan Skeath," Journal of Economic Literature 39 (September 2001), 904-905; html


 
 
   
 
    
 
  

Vincent Crawford, "John Nash and the Analysis of Strategic Behavior," 
Economics Letters 75 (May 2002), 377-382;
UCSD Discussion Paper 2000-03; reprinted in Greek translation, with minor changes, as "O John Nash και η ανάλυση της στρατηγικής συμπεριφοράς," in Θεωρια Παιγνιων: Αφιερωμα στον John Nash (Game Theory: A Festschrift in Honor of John Nash), Constantina Kottaridi and Gregorios Siourounis, editors, Athens: Eurasia Publications, 2002


 
 
 

Vincent P. Crawford, "Review of Rational Ritual: Culture, Coordination, and Common Knowledge by Michael Suk-Young Chwe," Journal of Economic Literature 40 (June 2002), 577-578; html

 
 
 
 
 
 






Downloadable published papers
 
 
 



Curriculum Vitae

(includes "A Game of Fair Division," Review of Economic Studies 44 (June 1977), now a major motion picture!)
 





Past Courses (UCSD unless otherwise noted; only most recent year is shown for undergraduate courses)

          (outline and readings also used for Mini-Course on Behavioral Game Theory ,Singapore Management University, 23-26 November 2004)






Press







Game Theory Society




Econometric Society 


 
 
 






American Economic Association















American Academy of Arts and Sciences







EEXCL: Economics EXperimental and Computational Laboratory
 
 





Clive  Granger and Rob Engle win Economics Nobel Prize!











Photos
 
 
 
 


Links to people, places, and resources
 
 
 
 



Ranger Tom Klein on Cuyamaca Rancho State Park after the Cedar Fire, 29 October 2003
(transcribed from http://www.signonsandiego.com/news/fires/audiovideo/031029cuyamaca_rancho_hi.ram)

"This was the Dyer house originally. It was built in the 1930s. It became part of the Park history. It is—was our headquarters. And now you see, because of the fire, what remains.

The Park is over 26,000 acres. Most of it is burned over. The majority is burned, because of the fire.

Being one of the rangers here, I was raised in this area. And looking at the headquarters and all around us to see the devastation, it takes your heart and your soul. It's—it's really devastating. It's a beautiful place, but you can see now what's happened.

But with fires and with destruction, out of the ashes, we'll rise again. We'll come back. We'll be back. The public can come back at a future date to enjoy the park. It's a magnificent area. It's one of the most beautiful areas in San Diego County. And I just want to say that we’ll be back."   

(See http://www.statepark.org/fire/home.htm for some photos of the fire damage. Over 98% of the park was burned. See http://www.trailguys.com/StonewallPeak/ for some beautiful photos of the park before the fire. However, the photo linked above was taken from http://community.webshots.com/album/41049063PEULSH.)



Vincent Crawford/ UCSD Department of Economics /last modified 18 April 2008

Copyright © Vincent P. Crawford, 2008. All federal and state copyrights reserved for all original material presented on this site, or in the courses it refers to, through any medium, including lecture or print.