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    Economics at MIT 2012-2013

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    MONETARY POLICY 

    The MIT Family TreeBy Richard Miller on January 19, 2012

    The economics department of the Massachusetts Institute of Technology provides much of the brainpower used to combat the

    global financial crisis. Seven former or current bank chiefs—of the U.S., Britain, the Euro Area, India, Israel, Chile, and Cyprus—

    either studied or taught there. The department is famous for its stress on practical solutions to economic problems.

    Used with permission of Bloomberg L.P. Copyright© 2012. All rights reserved

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    Table of Contents

    Department of Economics

    Massachusetts Institute of Technology

    50 Memorial Drive, E52-391

    Cambridge, MA 02142-1347

    http://economics.mit.edu/ 

    Introduction

    Recent Developments

    Department Overview

     Academic Programs

    Undergraduate Economics

    Graduate Economics

    Current Research

    Economic Theory

    Macroeconomics, International, and

    Development Economics

    Econometrics

     Appl ied Microeconomics

    Economics Around the Institute

    Faculty 

    2

    4

    7

    9

    13

    16

    21

    23

    29

    31

     Tab le o f Contents

     The Massachusetts Institute of Technology is committed to the principle of equal opportunity in education and employment. The Institute does not

    discriminate against individuals on the basis of race, color, sex, sexual orientation, gender identity, religion, disability, age, genetic information, veteran

    status, ancestry, or national or ethnic origin in the administration of its educational policies, admissions policies, employment policies, scholarship and

    loan programs, and other Institute administered programs and activities, but may favor US citizens or residents in admissions and financial aid.*

     The Vice President for Human Resources is designated as the Institute's Equal Opportunity Officer and Title IX Coordinator. Inquiries concerning the

    Institute's policies, compliance with applicable laws, statutes, and regulations (such as Title VI, Title IX, and Section 504), and complaints may be

    directed to Alison Alden, Vice President for Human Resources, Room E19-215, 617-253-6512, or to the Manager of Staff Diversity and Inclusion,

    Room E19-215, 617-452-4516. Inquiries about the laws and about compliance may also be directed to the Assistant Secretary for Civil Rights, US

    Department of Education.

    *The ROTC programs at MIT are operated under Department of Defense (DoD) policies and regulations, and do not comply fully with MIT's policy of

    nondiscrimination with regard to gender identity. MIT continues to advocate for a change in DoD policies and regulations concerning gender identity,

    and will replace scholarships of students who lose ROTC financial aid because of these DoD policies and regulations.

    ©2013 Massachusetts Institute of Technology

    Nobel Prize Medal: ©The Nobel Foundation

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    2 | INTRODUCTION Recent Developments

    HE PAST YEAR was one of numerous awardsand honors for the MIT Economics Department. AmyFinkelstein was awarded the John Bates Clark Medalby the American Economic Association. This medal isawarded annually to the American economist under theage of forty who is judged to have made the most signifi-cant contribution to economic thought and knowledge.

     Amy joins Esther Duflo (PhD ’99), Daron Acemoglu,and Jerry Hausman as active faculty who received theClark Medal. Emeriti faculty members Franklin Fisherand Robert Solow as well as the late Paul Samuelsonalso received the award. Daron Acemoglu received the

    2012 Erwin Plein Nemmers Prize in Economics, givenbiennially by Northwestern University to recognize workof outstanding significance. Many winners of this prizehave gone on to receive the Nobel Prize, and Daron isthe youngest winner. Robert Townsend was elected tothe National Academy of Sciences.

    We were pleased to hire two Assistant Professors in2012-2013. Paulo Somaini, who works in IndustrialOrganization, comes to us after completing his PhD atStanford. Alp Simsek (PhD ’10), who works in financeand macroeconomics, will join us from Harvard.

     As in years past, our faculty received numerous honors

    for their research and service contributions:

    Daron Acemoglu and Esther Duflo were named two•of Foreign Policy’s Top 100 Global Thinkers of 2012.

    David Autor and Amy Finkelstein were inducted into•the American Academy of Arts and Sciences.

     Abhijit Banerjee and Esther Duflo received the•Financial Times Business Book of the Year forPoor Economics. They also were finalists for theGerald Loeb Award for Distinguished Business andFinancial Journalism for Poor Economics.

     Arnaud Costinot was nominated for the Best Young•French Economist under 40 Prize by the Cercle desEconomistes and Le Monde.

    Glenn Ellison and Sara Fisher Ellison were awarded•the Best Paper Award for 2011 by the  AmericanEconomic Journal: Microeconomics  for “StrategicEntry Deterrence and the Behavior of PharmaceuticalIncumbents Prior to Patent Expiration.”

    Recent Developments

     T   Amy Finkelstein was elected as a Fellow of the•Econometric Society.

    J• onathan Gruber won the National Institute foHealth Care Management Foundation Health CareResearch Award. He was named “One of the Top25 Most Innovative and Practical Thinkers of Ou

     Time” by Slate Magazine, and was also awarded the Partners Health Care Connected HealthLeadership Award for 2011.

    Bengt Holmström received two inaugural prizes•

    the Senior Banque de France — Toulouse Schooof Economics Prize in Monetary and FinanciaEconomics, Paris and the OP—Pohjola Honorary

     Award in Economics, Helsinki.

     Anna Mikusheva received the 2012 Elaine Bennet•Research Prize, awarded biannually by the

     AEA’s Committee on the Status of Women in theEconomics Profession.

    Parag Pathak was named an Alfred P. Sloan•Research Fellow and received a Presidential EarlyCareer Award for Scientists and Engineers.

    Nancy L. Rose was named a MacVicar Faculty•Fellow at MIT for her excellence in teaching.

    Stephen A. Ross was awarded the 2012 Onassis•Prize in Finance by City University London and theOnassis Foundation. He also placed second in theBest Unpublished Paper in the Past Year categoryawarded by AQR.

    Robert Townsend won the Frisch Medal of the•Econometric Society and received the Jean-JacqueLaffont prize of the Toulouse School of Economics

    Heidi L. Williams received a CAREER award from•

    the National Science Foundation.

    Our faculty and alumni continue to provide leadershipand service to the economics profession. BengtHolmström served as President of the EconometricSociety and now serves on the Executive Committeeof the Econometric Society. Nancy Rose is VicePresident of the American Economic Association. JimPoterba has been elected President of the Eastern

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    Recent Developments

    Economic Association and is Presidentof the National Bureau of EconomicResearch (NBER).

    Daron Acemoglu serves as Editor ofEconometrica. George-Marios Angeletosis co-editor of the Journal of the EuropeanEconomic Association. David Autoris editor of the  Journal of Economic

    Perspectives.  Esther Duflo has hadgreat success in building the  AmericanEconomic Journal: Microeconomics as thefounding editor. Muhamet Yildiz serves asforeign editor for the Review of EconomicStudies. Amy Finkelstein is co-directorof the Public Economics Program at theNBER. Jonathan Gruber is the directorof the Health Care Program, and NancyRose directs the Industrial OrganizationProgram. Parag Pathak continues asthe founding co-director of the MarketDesign working group at the NBER, andRobert Gibbons directs the Organizational

    Economics working group.

    Other faculty members continue thedepartment’s tradition of broader pub-lic service. Olivier Blanchard remains onleave from MIT while serving as ChiefEconomist at the International MonetaryFund. Michael Greenstone serves asDirector of the Hamilton Project at theBrookings Institution. Joshua Angrist isa member of the US Census Bureau

    Scientific Advisory Committee. MichaelPiore continues as a member of theresearch council for the Economic PolicyInstitute in Washington, D.C.

    Our graduate students continue to take tophonors. Continuing the trend of past years,in 2012, MIT students had outstandingrepresentation among the invitees of theprestigious Review of Economic Studies tour. Three of MIT’s graduating PhD stu-dents—Gabriel Carroll, Melissa Dell, andNathaniel Hendren - were honored to par-ticipate in the Review   tour, which selects

    seven outstanding new PhDs each year

    to take part in a two-week seminar touof leading European economics departments. In 2011, three of the seven PhDsselected for the Review   tour were MITstudents, and in 2010, four of the sevenPhDs selected graduated from MIT.

    Gabriel Carroll also received the James Aand Ruth Levitan Award for Excellence in

     Teaching from the MIT School of Humanities Arts, and Social Sciences.

    Whitney Newey continues to serve asDepartment Head and David Autoremains Associate Head. The department continues to build with young facultyBenjamin Olken was promoted to the rankof full Professor. Arnaud Costinot and

     Anna Mikusheva were promoted to therank of untenured Associate ProfessorsOur alumni, featured throughout this brochure, continue to make major contributions to research, policy, and commerce.

    While many MIT undergraduates begin successful careers immediately after graduation, others continue their studies in graduate school. PhD programs

    across the country vie for MIT’s crop of talented undergraduate candidates. This year, the following students have joined top PhD programs:

    David Choi: Harvard University (Economics), Sungki Hong: Princeton University (Economics), Katelyn Gao: Stanford University (Statistics).

     A few of our outstanding students who completed their PhD in 2012: (L to R) Samuel Pienknagura, Michael Powell, Nathaniel Hendren, Mauro

     Alessandro, Jenny Simon, Danielle Li, Joaquin Blaum, Michael Peters, Luigi Iovino

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    OR OVER A CENTURY , tDepartment of Economics at MIT hplayed a leading role in economics eduction, research, and public service. Franc

     Amasa Walker, MIT’s third president, intduced undergraduate studies in econoics more than one hundred years agWalker, who rose to the rank of BrigadGeneral in the Civil War and directthe 1870 U.S. Census, was a leadineconomist of his day. He was a foundand president of the American Econom

     Association. In the early part of the tweeth century, Davis R. Dewey, the editor the American Economic Review  for twenyears and a longtime chairman of the MEconomics Department, played a marole in preserving and expanding econoics at MIT. In 1937, the Department addegraduate courses leading to a mastedegree. Four years later, in 1941, it inaugrated the PhD program that is renowneworldwide. MIT’s approach to graduatraining in economics has been wideemulated at other leading institutions.

    MIT established its School of Humaniti Arts, and Social Sciences (SHASS) 1950, with the Economics Departmeplaying a central role within the Scho

     The Economics Department expandsignificantly in the years following WoWar II with entrepreneurial leadership froRupert MacLaurin and a supportive uversity administration. By the 1950s, it westablished as one of the world’s leadincenters for economic research. Graduatof the MIT Economics Department’s dotoral program are now well-represente

    on the faculties of virtually all leading ecnomics departments.

     The MIT Economics Department todaya vibrant collection of faculty and studen

     The Department’s scholars have receivnumerous awards, including four NobPrizes (the late Paul Samuelson, RobeSolow, the late Franco Modigliani, anPeter Diamond). Many faculty membeare Fellows of the National Academof Sciences, the American Academy

    4 | Department Overview

    Department

    Overview 

    F

    Deborah FITZGERALDDean, SHASS

    Whitney NEWEY Department Head

    Peter Diamond Nobel Laureate 2010

    Institute Professor Peter Diamond has devoted virtually his

    entire academic career to research and teaching at MIT,

    save for four years spent at the University of California,

    Berkeley between completing his PhD in 1963 at MIT and

    returning to the Institute as an Associate Professor in 1966.In the ensuing four decades, Diamond has made seminal

    contributions to the theory of optimal taxation, the analysis

    of retirement, disability and other social insurance programs,

    and the theory of labor market search and equilibrium

    unemployment. In 2010, the Sveriges Riksbank recognized

    these contributions when it awarded the Nobel Memorial

    Prize in Economic Sciences to him, Dale Mortensen of

    Northwestern University, and Christopher A. Pissarides of

    the London School of Economics.

    While neoclassical models of labor and product markets

    envision a world where, for example, employers and workers

    find one another effortlessly, work by Diamond, Mortensen,

    and Pissarides commencing in the early 1970s recog-

    nized that employers and employees invest real economic

    resources into finding suitable matches. In a celebrated

    paper, Diamond showed that even small frictions in mar-

    ket search can generate large deviations from competitive

    equilibrium—a result now known as the Diamond Paradox.

    Diamond, Mortensen, and Pissarides developed tools to

    incorporate these real-world frictions into mathematical

    models, and these now provide the workhorse tools that

    economists use to understand the evolution of employ-

    ment and unemployment. Though most widely applied to

    labor markets, the Diamond-Mortensen-Pissarides model

    has yielded insights in many search settings, including real

    estate markets, retail pricing, and the “market” for spouses.

    Peter Diamond is the fourth

    MIT Economics faculty member

    to receive the Nobel Prize in

    Economics, following in the foot-

    steps of Paul Samuelson, Franco

    Modigliani, and Diamond’s

    own mentor and thesis advisor,

    Robert Solow.

     Top: Peter Diamond and Robert Solow

    Bottom: Peter A. Diamond, Christopher A. Pissarides and Dale T. Mortensen, at

    their interview with Nobelprize.org in Stockholm, 6 December 2010.

    Copyright © Nobel Media 2010 | Photo: NiclasEnberg

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     Arts and Sciences, and the EconometricSociety. Numerous faculty members haveserved in various elected offices of the

     American Economic Association and theEconometric Society.

     The Department offers the most rigorousundergraduate economics education ofany U.S. college or university, and itsclasses attract a very large undergraduate

    student enrollment. During the 2011-2012academic year, 1,904 undergraduatesenrolled in economics courses, 103 under-graduates were majoring in economics, 68were minoring in economics, and another272 took economics as a concentration.Many undergraduate majors, as well asstudents from other departments at MIT,participated in research projects super-vised by the economics faculty. Many arefunded by the Institute’s UndergraduateResearch Opportunities Program (UROP)and departmental UROP funds donatedby our generous alumni.

     The Department has an outstandingrecord of recognition of its recent gradu-ates and is consistently ranked as a topgraduate training institution. Each year theMIT PhD program enrolls about twenty-four candidates, selected from approxi-mately eight hundred applicants. Duringthe 2011-2012 academic year, therewere 116 graduate students enrolled inthe Department’s PhD program. Studentdissertation topics span a wide rangeof issues in microeconomics and mac-roeconomics and advance the frontierof economic theory, data analysis, and

    econometric methodology. An importantdevelopment of the last two decadeshas been a growing internationalizationin the demand for graduate economicstraining. Currently about half of admittedstudents have undergraduate degreesfrom American universities, while the resthave degrees from the developed anddeveloping world.

    Most doctoral candidates spend fiveyears in residence at MIT taking graduatecourses and doing research. The first twoyears of the PhD program are devoted pri-

    marily to course work, while the remainder

    MIT Economics and

    the Nobel Prize

    in Economic Science

    2010

    Peter Diamond, MIT, PhD ’63

    MIT Institute Professor of Economics

    Emeritus

    2008

    Paul Krugman, MIT, PhD ’77

    MIT Professor of Economics

    1980-1994 and 1996-2000

    2007

    Eric Maskin

    MIT Professor of Economics, 1977-1984

    2003

    Robert F. Engle

    MIT Professor of Economics, 1969-1977

    2001

    George Akerlof, MIT, PhD ’66

    Joseph Stiglitz, MIT, PhD ’66

    2000

    Daniel McFadden

    MIT Professor of Economics, 1978-1991

    1999

    Robert Mundell, MIT, PhD ’56

    1997

    Robert Merton, MIT, PhD ’69

    1987

    Robert Solow

    MIT Institute Professor of Economics

    Emeritus

    1985

    Franco Modiglian

    MIT Institute Professor of Finance and

    Economics (deceased

    1980

    Lawrence Klein, MIT, PhD ’44

    1970

    Paul A. Samuelson

    MIT Institute Professor of Economics

    (deceased

    The Nobel Prize in Economic Science

    was first awarded in 1969      R     o      b     e     r      t   S   O   L   O   W

          P     a     u      l    S   A   M   U   E   L   S   O   N      (      d     e     c     e     a     s     e      d      )

          F     r     a     n     c     o

       M   O   D   I   G   L   I   A   N   I      (      d     e     c     e     a     s     e      d      )

          P     e      t     e     r   D   I   A   M   O   N   D

    of the program focuses on writing a doc-toral dissertation. Graduates of MIT’s PhDprogram pursue diverse careers. While amajority enters academia, MIT economicsPhDs are sought after by governments,domestic and international research andpolicy organizations, and private sectorfirms. In recent years, major Internet firmshave hired top economics talent to designand oversee their market strategies.

     As the Internet has enabled electronic dis-semination of information to replace tra-ditional print media, the MIT EconomicsDepartment has developed a closely fol-lowed web presence. The Department’sweb site provides up-to-date informationon department courses and seminars. Itincludes links to the many web pagesmaintained by faculty, who often postresearch papers, policy papers, data sets,and even computer programs on theirsites. Graduate students and economicsresearchers from around the world visitthese web pages to download currentresearch. Our faculty’s research papersare often widely read and cited monthsor years before they are published in aca-demic journals. A major redesign of theDepartment’s web site went live duringthe 2011-2012 academic year.

     The majority of classes offered by theEconomics department—sixty-seven atlast count—are also made freely avail-able online through MIT’s heralded OpenCourseWare (OCW) initiative (ocw.mit.edu).

     An undergraduate economics develop-

    ment course, “World Poverty”, will soonbe going live on MITx, the new onlinecourse platform. This will bring a wonder-ful MIT economics presence to audiencesall around the world.

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    The John Bates Clark Medal is awarded by the American

    Economic Association to the American economist under

    the age of forty judged to have made the most significant

    contribution to economic thought and knowledge. Namedafter the American Neoclassical economist John Bates Clark

    (1847-1938), it is considered one of the two most prestigious

    awards in the field of economics, alongside the Nobel.

     Approximately 40 percent of Clark Medal winners have (so

    far) gone on to win the Nobel Prize in Economics.

    MIT has had a large role in the production of Clark Medal

    winners. MIT-trained economists have claimed seven of

    the last nine Clark Medals, including, most recently, Amy

    Finkelstein in 2012. Notably, three of the four most recent

    Clark Medal winners—Esther Duflo, Jonathan Levin and

    Emmanuel Saez—were members of the MIT PhD class of

    1999. Four current faculty members—Daron Acemoglu,

    Esther Duflo, Amy Finkelstein and Jerry Hausman—are

    Clark Medalists, as well as two emeritus faculty members,

    Franklin Fisher and Robert Solow. The late Paul Samuelson,

    who spent his entire academic career on the MIT faculty,

    was the first (and youngest) recipient of the Clark Medal.

    Emmanuel SaezPhoto courtesy of the

    John D. & Catherine T. MacArthur Foundation 

     Amy FinkelsteinEsther Duflo

    Jonathan Levin

    MIT and theJohn Bates Clark Medal

    MIT senior Yangzhou Hu worked with Pentti J.K. Kourri Associate Professor

     Arnaud Costinot and Gary Loveman Career Development Assistant Professor

    Dave Donaldson on a project studying the gains from market integration

    within the United States agricultural sector over the past 130 years. This

    project uses unique agronomic data to predict how productive each arable

    parcel of land in the U.S. would be for planting a range of staple crops.

     As one step in this research project, Professor Costinot and Professor

    Donaldson developed an in-depth proof to show that one could correct the

    agronomic data for an extremely general set of potential errors by bringing tobear additional data on the amount of land that each U.S. county devoted to

    each crop. Through the UROP program, Professors Donaldson and Costinot

    hired Yangzhou Hu, a Mathematics and Economics major, to assist. Because

    the proof drew on advanced graduate-level economic theory concerning

    existence and uniqueness of general equilibrium solutions—material that

     Yangzhou had not encountered in her studies—it was expected that her role

    would be limited to spotting minor errors and filling in unfinished details.

    To the pleasant surprise of both professors, Yangzhou was able not only to

    error-check the mathematics but also provide insights and ideas that ulti-

    mately streamlined the proof’s logic and exposition. 

    Undergraduates in

    Economics Research

    L to R: Jerry Hausman (John & Jennie S. MacDonald Professor of Economics,

    Clark Medalist 1985), Amy Finkelstein (Ford Professor of Economics, Clark

    Medalist 2012), Daron Acemoglu (Elizabeth and James Killian Professor of

    Economics, Clark Medalist 2005), Esther Duflo (Abdul Latif Jameel Profes-

    sor of Poverty Alleviation and Development Economics, Clark Medalist 2010),

    Franklin M. Fisher (Jane Berkowitz Carlton and Dennis William Carlton Profes-

    sor of Microeconomics, Emeritus, Clark Medalist 1973).

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    HE ECONOMICS FACULTY is equal-ly committed to graduate and undergraduateeducation. Senior professors teach introduc-tory microeconomics and macroeconom-ics courses. The Department’s success inattracting exceptional undergraduates andpreparing them for advanced study demon-strates the soundness of this philosophy andthe excellence of the program.

    Many faculty have written undergraduate andgraduate textbooks that are used in col-leges and universities around the world. PaulSamuelson first developed his pioneeringeconomics text in an introductory econom-ics course for MIT undergraduates. RudigerDornbusch and Stanley Fischer’s intermediatemacroeconomics textbook, Macroeconomics,introduced modern macroeconomic analysisto undergraduates and has been translatedinto many languages. Olivier Blanchard’s text-book in macroeconomics brings state-of-the-art macroeconomic theory and applicationsto undergraduates while Jonathan Gruber’stextbook, Public Finance and Public Policy ,does the same in public finance. Daron

     Acemoglu’s recent textbook, Introduction toModern Economic Growth, takes graduatestudents on a journey through the theory

    of economic growth from its neoclassicalparadigms to the most recent models ofendogenous growth. Joshua Angrist’s MostlyHarmless Econometrics: An Empiricist’s

    Companion has been widely praised forits integration of theory and practice andappears to be on its way to great success.

     The undergraduate major in economics beginswith a two-semester introductory sequencethat explores theoretical and applied topicsin microeconomics and macroeconomics.

     Additional training in microeconomics, mac-roeconomics, statistics, and econometrics

    follows. Majors have a choice of additionalapplied and advanced courses drawn froma menu that includes public economics,industrial organization, government regula-tion, labor economics, monetary economics,economic theory, economic development,international economics, health econom-ics, the economics of education, and othercourses. The level of mathematics masteryamong undergraduates allows economicscourses to be taught at a high level.

    Undergraduate Economics

    Undergraduate ResearchUndergraduate students take advantage of numerous opportunities to hone

    their research skills. One such opportunity is MIT’s Undergraduate Research

    Opportunities Program (UROP), which fosters close ties between undergradu-

    ates and faculty members. Students in the UROP program work closely with

    faculty members and graduate students to bring the technical skills of modern

    economics to bear on questions of economic importance. UROP supplements

    coursework, and its projects allow undergraduates to participate in ongoing

    research in the Department and to meet with faculty members outside of class.

    They perform tasks such as gathering and analyzing economic data, writ-

    ing computer programs, checking mathematical calculations, and gathering

    research materials. For example, a number of UROPs work with the Jameel

    Poverty Action Lab (J-PAL) in understanding questions in development eco-

    nomics. In addition to UROP opportunities, undergraduates develop research

    and writing skills through coursework that includes producing original papers.

    Former undergraduate Chijoke Okeke used regression analysis to determine

    ideal business practices for a local cupcake bakery for class 14.33, Economics

    Research and Communication. In his paper, “The Effect of Weather and Other

     Variables on the Sales of a Store,” Okeke used data sets from the bakery’s

    three locations and the National Climatic Data Center to calculate the ideal

    number of cupcakes each location should produce on a given day, and how

    this number is affected by factors such as holidays and weather conditions.

     TThe Economics Department at MIT has a long tradition ofoutstanding training of undergraduates. The unique analyticalskills of the MIT undergraduate student body allow the faculty

    to offer a rigorous and comprehensive program unlike that of

    any other U.S. college or university.

     ACADEMIC PROGRAMS Undergraduate Economics

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    8 | Undergraduate Economics

    Undergraduates

    in Economics Research

    MIT junior Yuqi Song, who is a Mathematics and Economics

    major, worked with Professors Autor and Pathak and

    graduate student Christopher Palmer on a project that

    seeks to assess whether the elimination of Rent Control

    regulations in Cambridge in 1995 changed the charac-

    teristics and desirability of Cambridge neighborhoods, inpart by reducing the incidence of crime in formerly rent

    control-intensive areas. Yuqi spent the summer of 2012

    building a unique Geographic Information System (GIS)

    database of all crimes occurring in Cambridge between

    1991 and 2005, classified according to the category of

    offense and the location where it occurred. This database

    was built from two administrative databases provided by

    the Cambridge Police Department (CPD): 1) electronic

    crime records from CPD for years 1997 through 2005;

    and 2) paper-based crime logs for the years 1991 through

    1996. These paper records, often sparsely and crypti-

    cally documented, were hand-coded and entered by MIT

    UROP students over the course of the past two academic

    years. Making these disparate data sources consistent

    was a major challenge that Yuqi handled with incred-

    ible speed and aplomb. Drawing on the expertise of

    the Roche GIS Library, she then mastered ARC GIS and

    geotagged all crimes—a task that drew on both coding

    skills and a considerable amount of detective work with

    Cambridge and Google maps to "site" vaguely docu-

    mented crimes. Yuqi finally implemented a geospatial

    algorithm to calculate the frequency of crime within pre-

    specified radii of each residential parcel in Cambridge.

    She will continue her work on the project this fall as the

    project moves from data construction to data analysis.

     Yuqi's training in Econometrics subject 14.32, which

    she'll take this academic year, will help to provide the

    statistical/regression-analysis tools that she'll be using in

    the second phase of the project.

     The faculty is committed to innovation in the unde

    graduate curriculum. New courses are constantly

    being developed to bring insights from recen

    research into the undergraduate program. Recen

    or planned innovations include courses on information technology and the labor market, economics

    and psychology, regulatory economics, environ

    mental economics, and empirical financial econom

    ics. As part of an MIT-wide initiative on commun

    cation skills, the department also offers a course

    in which students carry out a series of increasingly

    independent research projects and hone their writ

    ing and presentation skills.

    Undergraduate Economics Association (UEA) pro

    vides an informal forum for students to meet and

    explore various topics with faculty. Sponsored bythe faculty, the UEA is run by and for economics

    majors to address such issues as career planning

    and current topics in economic policy. Students

    and faculty also enjoy the relaxed interaction tha

    the UEA provides.

    Undergraduate economics majors go on to gradu

    ate work and to distinguished careers in academia

    global businesses, government, finance, consulting

    and law. Many become professional economists.

     About 20 percent of MIT economics undergraduates enter a graduate program in economics o

    finance. This is among the highest yield of PhD

    candidates for an undergraduate economics pro

    gram. Approximately half of the Department’s

    graduates choose to gain experience in business

    government, consulting, and non-profit organiza

    tions before seeking out business and public policy

    schools for post-graduate study. The number o

    post-graduates choosing to study law is grow

    ing. Growing use of formal economics in law has

    strengthened this connection.

    Whatever their destinations, undergraduate eco

    nomics majors acquire essential skills for a wide

    variety of jobs, an excellent foundation in econom

    ics, and an opportunity to meet faculty and fellow

    students in a challenging intellectual environment.

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    HE DEPARTMENT’S HIGHLY regarded doctoral

    program enrolls about twenty-four students each year.

    Doctoral students take required courses in microeconom-

    ic theory, macroeconomics, and econometrics. Students

    are also expected to complete four fields in economics

    (two major and two minor) and to pass general exami-

    nations in their major fields. The field options include

    public finance, urban economics, industrial organization,

    international economics, monetary economics, labor eco-

    nomics, economic development, econometrics, financial

    economics, organizational economics, political economy,

    and advanced economic theory.

    Graduates of the PhD program teach in leading econom-

    ics departments, business schools, and schools of public

    policy. They work on congressional staffs and government

    advisory councils, and with organizations such as the

    World Bank, the International Monetary Fund, the National

    Economic Council, the Council of Economic Advisers, the

    Federal Reserve, and the Treasury Department. They are

    also found among the most influential positions in the

    market economy, ranging from corporate executives to

    hedge fund managers to economic consultants.

    Graduate Economics T 

    Graduate Economics

    MARIA SIMONA JELESCU 

    graduated from MIT in 2002 with bach-

    elor’s degrees in Economics and

    Management Science. She was hired

    at Goldman Sachs and moved rapidly

    through the ranks, from Analyst in 2002 to

     Vice President in Principal Strategies in

    2007. In 2008 she took her current posi-

    tion, Managing Director in Goldman Sachs

    Investment Partners. In this role, Jelescu

    is responsible for designing, analyzing,

    and implementing investment strategies

    in global equity and debt markets for

    an opportunistic multi-disciplinary invest-

    ment fund. In addition to her impressive

    career trajectory, Jelescu has continued

    to contribute to the MIT community as

    co-president of her alumni class and as

    the co-chair of her class’s tenth reunion.

    She previously served as Social Chair of

    the MIT Alumni Club of New York.

    ECONOMICS STUDENTS: 

    Where are they now?

    Graduate Economics

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    MARIO DRAGHI became President of the Euro

    pean Central Bank in November 2011. He earned

    his PhD from the MIT Department of Economics

    in 1977 under the supervision of Nobel Laureates

    Franco Modigliani and Robert Solow. Draghi began

    his career at the University of Florence. While there

    he became an executive director of the World Bank

    In 1991, he left academia to become the directo

    general of the Italian Treasury, an office he held unti

    2001. During his time at the Treasury, he chaired the

    committee that revised Italian corporate and finan

    cial legislation and drafted the law that governs

    Italian financial markets. He is also a former board

    member of several banks and corporations.

    In addition, Draghi is on the Board of Trustees of

    the Princeton Institute for Advanced Study and

    the Brookings Institution, has been an IOP Fellow

    at the Kennedy School of Government at Harvard

    University, and has authored and edited several pub

    lications on macroeconomic and financial issues.

    ECONOMICS STUDENTS: 

    Where are they now?

    The purpose of the World Economy Laboratory

    (WEL), founded by the Economics Department in

    1992 and directed by Ricardo Caballero and Sloan

    faculty member Roberto Rigobon, is to strengthen

    the links between the department and policy mak-

    ers, central banks, and business economists.

    The WEL is organized around the Central Banks—

    MIT Research Network, which was started in

    2006 and aims to develop relationships between

    MIT and central banks. It is organized around

    occasional meetings in Cambridge and visits by

    central bank researchers to the MIT Economics

    Department. The working group environment

    of the meetings is aimed at discussing policy

    issues at a relatively technical level. The meet-

    ings are attended by the heads of research

    of many central banks, as well as faculty and

    students working on international finance and

    macroeconomics policy issues.

    WEL is financed by membership contributions.

    The funds are used to organize the meetings

    and to support policy-oriented research by

     junior faculty and students.

    Further information about WEL may be found at

    http://economics.mit.edu/centers/wel/index.htm.

     The World EconomyLaboratory

    10 | Graduate Economics

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    Graduate Economics | 1

    Graduate students work in intense col-

    laboration with faculty to learn the craft

    of research. This occurs both in theo-

    retical projects and in empirical fields,

    where learning-by-doing transfers

    information about data sets, research

    strategy and econometric tools. For

    example, Alexander Wolitzky worked

    with Daron Acemoglu on a theoretical

    paper aiming to improve understand-

    ing of slavery and other coercive laborpractices. They viewed coercive labor

    practices through the lens of the

    principal-agent framework and argued

    that important features to add to the

    classical model are that workers have

    no wealth, and employers have the

    opportunity to invest in punishment

    technologies which impose hardships

    on workers who leave the relationship.

     Thinking about when employers have

    more and less incentive to invest in

    technologies, they derived a number ofinsights about where labor coercion will

    be more and less severe. They embed-

    ded their model in a general equilibrium

    framework to gain insights into ques-

    tions like how the rise and fall of feudal

    institutions may have been related to

    population changes and urbanization.

    Graduate study at MIT consists of

    more than just satisfying the course

    requirements. Regularly scheduled

    department workshops, also known as

    seminars, offer a forum for students to

    learn about the latest research in their

    fields from invited speakers.

    In contrast to the more formal nature

    of seminars, a key component of the

    dissertation advising system at MIT isa set of informal weekly field lunches at

    which students who have passed their

    general exams try out new research

    ideas. The presentations can range

    from very early stage research, hardly

    more than a literature review and a few

    ideas for future work, to nearly-com-

    plete dissertation projects. The informal-

    ity of these meetings makes it possible

    for students to explore research topics

    in a setting where no one is expected

    to present finished work. Faculty mem-bers view attending field lunches as a

    central departmental responsibility.

    Many past graduates of MIT’s PhD

    program report that field lunches were

    invaluable in providing them with a

    sounding board for new research topics

    Since most thesis writers volunteer to

    present a talk each semester, the field

    lunches also have the important benefit

    of setting near-term, but manageable,

    deadlines for dissertation progress.

     All students who have passed theirgeneral examinations are required to

    attend at least one field lunch each

    week and to make a presentation in

    at least one lunch during the course

    of the year. Many students present

    their research in multiple lunches and

    thereby obtain a range of different

    faculty and student input. First and

    second year students who are carrying

    out research are also welcome to par-

    ticipate in these workshops. Third year

    students are required to complete andpresent a third-year paper.

     Workshops & SeminarsGraduate Research

    Left Photo: Jon Gruber meets with advisee and coauthor Jason Abaluck (PhD 2011)

    Right Photo: Sahar Parsa (PhD 2011) presents research at a graduate field lunch

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    Undergraduates

    in Economics Research

    Gregory Lau, who majored in Economics

    and Physics and graduated in 2012, worked

    with Dave Donaldson, the Gary Loveman

    Career Development Assistant Professor of

    Economics, on a project that aims to derive

    non-parametric bounds on the gains from

    international trade. The basic idea stems

    from Paul Samuelson’s 1938 concept of

    revealed preference. Assuming that consum-

    ers are making optimal choices, the choices

    that consumers make at different sets of rela-

    tive prices reveal essential information about

    their preferences over these choices. These

    bounds can then be used to study how much

    lower consumer welfare would be in a world

    in which international trade was infeasible

    for a country's producers and consumers.

     As a UROP student, Greg Lau worked on

    two aspects of this project. First, he worked

    to streamline Matlab computer code that

    extracts from a set of observed consumer

    choices the tightest possible bounds on

    their preferences revealed by these choices.

     Additionally, he collected rich data on inter-

    national trade and production that were

    needed to implement this analytic procedure

    using live data. Professor Donaldson reports

    that Greg was instrumental in assisting him

    to overcome key conceptual and practical

    obstacles in implementing this ambitious

    research project. Greg is currently enrolled in

    the Master of Finance program at MIT Sloan

    School of Management.

    JONATHAN LEVIN  graduated from MIT in

    1999 with a Ph.D. in Economics. He joined the

    Stanford faculty in 2000 and is currently the

    Holbrook Working Professor and Chair of the

    Economics Department. He is also Professor by

    Courtesy in the Graduate School of Business

    and Senior Fellow at the Stanford Institute for

    Economic Policy Research.

    His research is in the field of industrial organiza-

    tion, particularly the economics of contracting,

    organizations, and market design. His current

    research includes projects on internet markets,

    auction design, and health insurance.

    Jon is a Fellow of the Econometric Society

    and has been a Sloan Research Fellow, an

    NSF Career Award recipient, and winner of

    department and school-wide teaching awards.

    In 2011, he received the American Economic

     Association’s John Bates Clark Medal as the

    economist under the age of forty who has made

    the most significant contribution to economic

    thought and knowledge.

    ECONOMICS STUDENTS:

    Where are they now?

    12 | Economic Theory

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    Many members of the MIT Economics

    Department faculty teach courses in eco-

    nomic theory, either as part of the core cur-

    riculum for graduate students, as graduate

    electives, or at the undergraduate level. This

    group of faculty includes Abhijit Banerjee,

    Glenn Ellison, Robert Gibbons, Bengt

    Holmström, Mihai Manea, Parag Pathak,

    Drazen Prelec, Juuso Toikka, Robert Townsend, and Muhamet Yildiz. Other MIT

    theorists include Daron Acemoglu, George-

    Marios Angeletos, Ricardo Caballero,

     Arnaud Costinot, Stephen Ross, and Iván

    Werning. In addition, many Sloan School

    of Management faculty members, includ-

    ing Alessandro Bonatti, Michael Grubb,

    Gustavo Manso, Robert Pindyck, and

    Jiang Wang, also have significant interests

    in economic theory.

    MIT faculty members are currently carrying

    out theoretical research that bears on both

    microeconomics and macroeconomics.

     The range of current theoretical research

    projects is extraordinary. Abhijit Banerjee

    has worked on social learning and evolu-

    tionary game theory. His seminal research

    on “herd behavior” has proved very influen-

    Economic Theory | 1

    tial in areas ranging from price competition

    among firms to the behavior of prices in

    financial markets. Glenn Ellison is known

    for his work on learning in games and also

    works in theoretical industrial organization

    Robert Gibbons focuses on the econom

    ics of organizations. He has most recently

    worked on relational contracts and trust as

    determinants of firm boundaries and firmorganization. Bengt Holmström is a con

    tract theorist. His seminal work on caree

    concerns and the difficulties of providing

    incentives to teams and in complex env

    ronments has played a fundamental role

    in shaping the modern theory of the firm

    Mihai Manea is a game theorist who has

    worked on bargaining and matching mod

    els. Parag Pathak studies the economics

    of matching in a wide variety of contexts

    most notably medical markets and public

    school choice. Drazen Prelec is actively

    involved in research and teaching on psy

    chology and economics. Juuso Toikka has

    worked on repeated games and dynamic

    mechanism design. Robert Townsend has

    made fundamental contributions to con

    tract theory and currently works in both

    mechanism design and general equilibrium

    EconomicTheory 

    LL ECONOMIC RESEARCH,

    whether abstract or applied, and all

    economic policy advice is rooted in

    economic theory. Substantial advanc-

    es in economic science are usually

    based on new ways of thinking about

    and modeling economic phenomena.

    MIT’s commitment to economic theory

    is strong and is facilitated by a close

    collaboration between faculty mem-

    bers and students developing new

    theoretical insights, those performing

    empirical research, and those who are

    interested in framing public policy.

    Most of the MIT faculty members who

    work in economic theory also have

    serious research and teaching inter-

    ests in one or more applied fields.

     A 

    The United States needs additional gov-

    ernment spending to create significant

    economic growth, and in so doing would

    face little risk of serious inflation, said

    Lawrence H. Summers ’75, the econo-

    mist and former Obama administration

    adviser. The November 2011 Under-

    graduate Economics Association event

    drew an overflow crowd in Wong Audi-

    torium, and featured an interview format

    in which Summers answered questions

    from James Poterba, MIT’s Mitsui Pro-

    fessor of Economics, who has collabo-

    rated with Summers on research.

    Summers discussed the economic cri-

    sis in Europe (comparing it to a fiscal-

    policy version of the United States’ war

    in Vietnam, in which stopgap measures

    by Europe’s leaders have produced a

    quagmire), budget cuts proposed by

    lawmakers in Washington (recommend-

    ing, “government should be embarked

    on a multiyear, substantial investment

    program in infrastructure”), and weigh-

    Summers: To end slump, United States must spend

    ing in on economists’ performance in

    light of the largely unanticipated eco-

    nomic crisis (arguing that the profession

    has made world leaders better informed

    in recent decades, although the dynamic

    stochastic general equilibrium models

    used by many economists have been of

    little value in these complex times.)

    Summers is currently the Charles W

    Eliot University Professor at Harvard

    where he served as university presiden

    from 2001 through 2006. In his mos

    recent stint in Washington, Summers

    served as the director of the Nationa

    Economic Council for the first two years

    of Barack Obama’s presidency.

    L to R: Mengjie Ding (SB ’12), Lawrence H. Summers, Christian Perez (SB ’12), Shelly Jin (SB ’13), and Jing Li (SB ’11

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    14 | Economic Theory

    modeling. Muhamet Yildiz is an expert on games

    of incomplete information and has written on

    delays and breakdowns in bargaining.

     The MIT Economics Department is fortunate

    to have ongoing visiting faculty arrangements

    with other world-class economic theorists. Fo

    example, Jean Tirole, an internationally acclaimed

    scholar who has worked in game theory, industria

    organization, regulation, and many other fields

    typically lectures in MIT’s industrial organization

    courses. Tirole is also a frequent summer visitor

    He offers mini-courses on specialized topics in

    economic theory that are very popular with gradu

    ate students in all stages of the PhD program.

    Economic theory is part of the basic undergraduate

    microeconomics sequence at MIT. Because MIT

    undergraduates have a good command of math

    ematical methods, and because economic theory

    relies on formalism and mathematical analysis, MIT’s

    undergraduate economic theory offerings are prob

    ably more rigorous than those at any other college

    or university. MIT’s introductory course “Principles o

    Economics” is typically taught at the level of inter

    mediate microeconomic and macroeconomic theory

    courses at other departments. This enables undergraduates to enroll in follow-up courses in advanced

    microeconomic and macroeconomic theory. Anothe

    popular undergraduate course explores applications

    of game theory in a wide range of economic settings

    including business competition and individual dec

    sion-making. Yet another popular course focuses

    on the development and implications of models o

    behavioral economics and the ways in which psy

    chological insights can inform economic modeling

    Many former MIT undergraduates who have gone

    on to graduate studies in economics report that thei

    undergraduate theory courses provided a very firm

    foundation for their graduate work.

    Graduate students are required to pass four half

    semester core courses in microeconomic theory

     The first of these courses emphasizes price theory

    the theory of consumers and producers, and gen

    eral equilibrium analysis. The second course focus

    es on game theory and provides the key equilibrium

    notions that are needed to analyze interactions

    between firms in an industry and between agents

    in many economic environments. The third course

    goes further into game theory and examines the

    Robert GIBBONSGlenn ELLISONMarkets and Networks

    The law of one price states that all identical goods should

    sell at the same price. This principle applies to large mar-

    kets in which every buyer can trade with every seller at

    no transaction cost. However, in many markets trading

    opportunities are local. Depending on transportation costs,

    social relationships, local information, and technological

    compatibility, each buyer can trade only with some of the

    sellers, and vice versa. Such market relationships can

    be naturally modeled as networks, whereby only pairs of

    connected agents may engage in exchange. In a paper

    recently published in the  American Economic Review ,

    “Bargaining in Stationary Networks,” Mihai Manea stud-ies trading in network environments and investigates the

    influence of the network structure on market outcomes.

    How does an agent’s position in the network determine

    his bargaining power and the local prices he faces? Who

    trades with whom and on what terms? When are prices

    uniform as suggested by the law of one price? The analy-

    sis reveals that network asymmetries give rise to unequal

    bargaining power among market participants and lead

    to systematic departures from the law of one price.

    Indeed, some groups of sellers face higher demand in

    the network and exert more market power relative to oth-

    ers. Such sellers may act as an oligopoly and use their

    oligopoly power to capture a significant fraction of the

    gains from trade. The structure of feasible agreements

    is described by a decomposition of the network into a

    series of oligopolies. Manea identifies the set of oligopo-

    lies and the price distribution that emerge in equilibrium.

    The most powerful oligopolies—the ones with the lowest

    seller-to-buyer ratio—drive market outcomes.

    FACULTY RESEARCH

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    DAN GILBERT received his B.S. in Economics fromMIT in 1991. Gilbert started his career in management

    consulting with McKinsey & Company and A.T. Kearney

    He has held leadership positions at several leading

    technology companies, including Webvan, Palm, Inc

    and Cisco Systems, Inc.

    In 2010, Gilbert joined Barnes & Noble as the

    Executive Vice President of Operations and Custome

    Service, to help drive the company’s expansion intothe digital reading space. Gilbert’s team at Barnes &

    Noble is responsible for the end-to-end supply chain

    for the company’s NOOK® Reader   and Tablet prod

    uct lines, including new product introduction, sourc

    ing, manufacturing, and worldwide distribution. His

    team also manages all customer service for Barnes

    & Noble, supporting digital and physical transactions

    made through devices, the web, and the company’s

    network of 700 retail stores.

    Dan Gilbert is an active member of the early-stage

    investment group Band of Angels and a Limited

    Partner in the Acorn Fund. He sits on the Executive

     Advisory Board of SCM World, on the Board o

    Directors of Belgian company DVD Post, and on the

    MIT Corporation Visiting Committee for the Socia

    Sciences. He is a conference speaker on the subjects

    of business transformation and finding new ways for

    operational organizations to drive top-line growth.

    Economic Theory | 1

    ECONOMICS STUDENTS: 

    Where are they now?

    Bengt HOLMSTRÖM

    Drazen PRELEC

    Parag PATHAK 

    underpinnings of models of consumer behavior. Finally, the

    fourth course focuses on information economics and contract

    theory. It touches on questions of contract design, asymmetric

    information, moral hazard, and the working of insurance mar-

    kets. Together, these four courses provide a comprehensive

    introduction to modern microeconomic theory.

    Graduate students who plan to specialize in economic theory,

    and who expect to write dissertations in this field, select a

    minimum of two advanced courses on game theory, contract

    theory, and behavioral economics. Other courses cover a variety

    of more specialized topics such as auction theory, bargaining

    theory, decision theory, and dynamic optimization. While not

    all of these courses are required for students to take generalexams in economic theory, most students who study economic

    theory as a major field enroll in virtually all of the advanced the-

    ory courses. The set of faculty members teaching the advanced

    theory courses varies from year to year, and the content of these

    courses often varies with the instructors.

     There is a close connection between some issues in economic

    theory and the modern applied field of financial economics.

    Much of the modern theory of asset pricing derives from

    research in economic theory on choice under uncertainty and

    the allocation of risk in security markets. A substantial body

    of current research on corporate financial policy begins with

    insights from contract theory, and from analysis of how firmsand households behave in economic environments charac-

    terized by asymmetric information. These close ties between

    theory and financial economics lead many students who plan to

    write dissertations in finance to study economic theory as one

    of their two primary fields of specialization.

    Informal discussions take place at weekly theory lunches where

    graduate students may discuss current topics or present pre-

    liminary research ideas. These meetings provide support for

    students writing their dissertations in economic theory. Current

    research developments are presented at weekly MIT-Harvard

    seminars. These seminars, which host outside speakers, pro-

    vide excellent opportunities for graduate students to learn whatleading scholars are currently working on.

    Mihai MANEA 

    Juuso TOIKKA    Muhamet  YILDIZ

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    16 | Macroeconomics, International Economics, and Development Economics

     ACROECONOMICS IS THE STUDY

    of the forces that shape economic activity and

    welfare at the aggregate level. Core topics

    include economic growth, fluctuations, unem

    ployment, financial crises, and fiscal and mon

    etary policy. But macroeconomics is a diverse

    field; its topics often overlap with areas such

    as labor, public finance, and political economy

    and its analytical tools often draw from game

    theory and contract theory. International eco

    nomics is the study of the international flows

    of goods and capital and of the implications of

    these flows for economic activity and policy at

    the national level. In many cases, the centra

    issues in international economics and develop

    ment economics have roots in macroeconom

    ics, so these fields are closely interconnected

    Macroeconomics and

    International Economics

     The long tradition of active interest in curren

    macroeconomic issues is exemplified by the work

    of MIT’s Nobel Laureates Peter Diamond, Franco

    Modigliani, Paul Samuelson, and Robert Solow

     The current macroeconomics and internationa

    group includes Daron Acemoglu, George-Marios

     Angeletos, Olivier Blanchard, Ricardo Caballero

     Arnaud Costinot, Alp Simsek and Iván Werning. In

    addition to this core group, several other faculty

    members teach and do research at the boundary

    between macroeconomics and other subfields

    such as labor economics, development, public

    finance, and corporate finance. This includes David

    Macroeconomics, International,

    and Development Economics

    Most economics research at MIT

    focuses on tangible economic prob-

    lems. Empirical research may identify

    new empirical patterns, may test the-

    oretical models of economic behavior,

    or may seek to evaluate the effective-

    ness of different policies. Theoretical

    research may shed new light on the

    behavior and the interaction of key

    economic players, may establish new

    conceptual frameworks for studying

    markets and economic institutions,

    or may lead to new statistical and

    analytical tools. Business and gov-

    ernment decision makers in the U.S.

    and abroad frequently seek out MITfaculty for help in formulating and

    evaluating business decisions and

    economic policy initiatives.

    George-Marios  ANGELETOS

    Olivier BLANCHARD

    Ricardo CABALLERO

     Arnaud COSTINOT

    Daron  ACEMOGLU

    Iván WERNING Alp SIMSEK 

    M

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    FACULTY RESEARCH

    Macroeconomics, International Economics, and Development Economics | 1

     Autor, Abhiji t Banerjee, Bengt Holmström, James

    Poterba, Jean Tirole, and Robert Townsend.

    Empirical research in macroeconomics draws,

    not only form econometrics, but also from empiri-

    cal work in labor economics and public finance.

    Macroeconomic theory, on the other hand, draws

    heavily on “microfoundations” in neoclassical

    microeconomic theory, as well as in game theory

    and contract theory. Students who plan to carryout research in macroeconomics and interna-

    tional economics often find that course work in

    economic theory is extremely helpful in identifying

    research topics and in providing analytical tools

    for potential dissertation research. Conversely,

    students interested in theoretical work are often

    motivated by the type of questions that are in the

    center of macroeconomics.

     The Department offers three undergraduate and six

    graduate macroeconomics courses. The under-

    graduate courses range from the introductory level

    to advanced seminars in which students assessand participate in current research. The advanced

    undergraduate macroeconomics course is com-

    parable to the graduate macroeconomics offering

    at many economics departments.

     All PhD students must take four of the six gradu-

    ate macroeconomics courses. The remaining two

    are field courses that cover current research and

    prepare students to write dissertations.

     An undergraduate course in international eco-

    nomics introduces students to the theory of

    international trade and finance. Two graduate

    courses cover traditional and modern theories

    of international trade and finance, incorporating

    both theory and empirical work.

     The faculty in macroeconomics and international

    economics maintain a very active research program.

    Daron Acemoglu carries out both theoretical and

    empirical research on diverse topics such as the

    determinants of economic growth, the develop-

    ment of political institutions, and the workings

    of labor markets. George-Marios Angeletos’ cur-

    rent research focuses on studying the formationof expectations and the potential of coordina-

    tion failures within the context of business cycles

    and financial crises. Olivier Blanchard, currently on

    leave at the IMF, is studying financial crises and

    global imbalances; his graduate text, Lectures in

    Macroeconomics, co-authored with Stanley Fischer,

    is a standard reference. Ricardo Caballero is explor-

    ing a range of issues at the intersection of macro-

    economics and finance; he has recently focused

    Fiscal UnionsBy Emmanuel Farhi and Iván Werning

    With the European crisis raging on, it is common-

    place to hear about the need for a fiscal union to

    back up a currency union. Indeed, in the United

    States various provisions create automatic transfers

    across regions undergoing different economic situ-ations, but similar arrangements are largely missing

    across eurozone members. This raises a few ques-

    tions. What exactly is the role of a fiscal union and

    what economic principles should guide us in its

    design? This paper provides a theory both for the

    need of a fiscal union and its optimal design. The key

    idea is that international transfers provide macro-

    economic stabilizing benefits. These are particularly

    valuable because monetary policy is restricted by

    the common currency. From an individual perspec-

    tive these macroeconomic benefits constitute an

    externality—the benefit for the country as a wholeexceeds that of the individual. Because of this pri-

    vate financial markets have no hope of providing the

    proper level of international insurance. Fortunately,

    from a country’s perspective, this externality can be

    internalized. The paper shows that the optimal insur-

    ance arrangements can be implemented as a fiscal

    union specifying prearranged contingent transfers or

    bailouts across governments.

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    In the fight against global poverty, we

    know surprisingly little about which

    policies work best. The objective of

    J-PAL is to reduce poverty by ensur-

    ing that development policy is based

    on scientific evidence. J-PAL aims to

    set a new standard of rigorous evalu-ations to identify effective programs

    across various sectors including agri-

    culture, education, energy and envi-

    ronment, finance, governance, health,

    and labor markets.

     An ongoing revolution in academic

    economics and related disciplines is

    changing the way development pro-

    grams are evaluated. Researchers use

    randomized trials like those used in

    medicine to evaluate social policies.

    This approach provides transparent

    and scientifically sound answers to

    policy questions and can credibly iden-

    tify the impacts of programs in the field.

    Improvements in evaluation research

     The MIT Abdul Latif Jameel Poverty Action Lab

    18 | Macroeconomics, International Economics, and Development Economics

    on asset market crises and global capital

    flows. Arnaud Costinot is a trade theorist

    who is exploring the central determinants of

    underlying trade patterns between nations.

     Alp Simsek focuses on financial markets,

    heterogenous beliefs, and other important

    topics at the intersection of finance and

    macroeconomics. Iván Werning works on

    optimal policy in both macroeconomics

    and public finance, touching on diverseissues such as capital controls for macro-

    economic stabilization, fiscal unions, and

    social policies such as unemployment

    insurance. In addition to these Economics

    faculty, Kristin Forbes, Simon Johnson,

    and Roberto Rigobon of the Sloan School

    of Management are actively involved in

    research and thesis supervision in the area

    of international economics.

    Development

    Economics

    Underdevelopment is one of the most pro-

    found problems in economics, and it may

    be the problem with the greatest human

    impact. At MIT the study of development

     Abhijit BANERJEE   Esther DUFLODave DONALDSON

    economics began during Paul Rosenstein

    Rodan’s tenure and continued through the

    work of Richard Eckaus. Today, this active

    group is one of the most impressive in the

    world. Abhijit Banerjee is an applied theo

    rist with a strong commitment to studying

    problems in development economics. He

    is currently working on issues involving

    credit cooperatives, tenancy reforms, and

     A young girl attending school in Morocco, where J-PAL is evaluating the impact of condit ional cash transfers on student attendance and learn ing

    PHOTO: AUDE GUERRUCCI

    tions to evaluate their poverty reduction

    programs. Affiliated professors include

    Michael Greenstone as well as Sloan

    School faculty members Antoinette

    Schoar and Tavneet Suri. J-PAL’s affil

    ates have conducted over 340 random

    ized evaluations in 51 countries to findthe most effective approaches to crit

    cal development issues including how

    to reduce the spread of AIDS, increase

    student attendance, reduce industria

    pollution, and decrease corruption in

    government projects.

    J-PAL actively disseminates the results

    of evaluation research to policymak

    ers from around the world and works

    with them to scale up proven, effective

    policies. J-PAL is also dedicated to

    capacity building and has trained more

    than eight hundred development pro

    fessionals in rigorous impact evaluation

    Further information about J-PAL may

    be found at www.povertyactionlab.org

    have the potential to dramatically

    enhance the policies that are used to

    alleviate poverty in many nations.

    Led by Abhijit Banerjee, Benjamin Olken,

    Esther Duflo, and Rachel Glennerster,

    J-PAL works with governments, interna-

    tional development agencies, non-gov-

    ernmental organizations, and founda-

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    Macroeconomics, International Economics, and Development Economics | 1

    the structure of contracts. Dave Donaldson

    focuses on empirical research at the intersec-

    tion of international trade and development

    economics. Esther Duflo is primarily interested

    in empirical issues that arise in the study of

    poverty alleviation, and she ranges widely

    across various topics. She has recently com-

    pleted major empirical studies of education

    reform, farming practices, political structures,

    public works projects, and financial policy.

    Benjamin Olken is an expert on the challeng-

    es that corruption and governance raise for

    development policy. Robert Townsend is aneconomic theorist with substantial interests in

    development policy and the role of entrepre-

    neurs in economic growth.

    Many of the core issues that confront devel-

    oping economies have close parallels in

    developed nations, and the set of MIT fac-

    ulty who have studied economic policy in

    developing nations includes many mem-

    bers in addition to the group that teaches

    development economics. Peter Diamond, for

    example, has carried out research on Social

    Security reform in Chile and other developingcountries. Jonathan Gruber has studied the

    economic impacts of disability in Indonesia.

    Joshua Angrist has studied education policy

    in a number of developing nations.

     The Department offers a two-semester course

    for graduate students in development eco-

    nomics, as well as two popular undergraduate

    courses on economic development. The cours-

    es offer students an opportunity to use tools

    from both microeconomic and macroeconomic

    theory to study a range of interesting policy

    issues in developing nations. The Department

    also hosts a joint seminar with Harvard that

    attracts faculty interested in development eco-

    nomics from both institutions.

    Many alumni of the department work at inter-

    national organizations, such as the World Bank

    and the International Monetary Fund, where

    they help to design and implement economic

    policies for developing nations.

    Robert TOWNSEND

    How Large Are The Gains From

    Economic Integration?

    In the international trade literature answers to this question are typi

    cally obtained by estimating models of how countries behave unde

    alternative trading regimes. A core ingredient of these models—and

    the core driver of potential gains from integration—is a set of inferio

    technologies (or techniques) that a country would have no choice but

    to use if trade were restricted, but which the country can choose not

    to use when it is able to trade. Estimates of the gains from economic

    integration, however defined, therefore hinge critically on a compar

    son of ‘factual’ technologies that are currently being used to inferior

    ‘counterfactual’ technologies that are deliberately not being used

    But if a technology is not being used, how can researchers hope

    to know anything about its attributes, knowledge that is required

    to inform estimates of the gains from trade? Standard approaches

    invoke strong and untestable functional form assumptions that allow

    an extrapolation from observed technologies to unobserved ones. In

    “How Large are the Gains from Economic Integration? Theory and

    Evidence from U.S. Agriculture, 1880-2002,” Arnaud Costinot and

    Dave Donaldson instead propose the use of a novel source of agro

    nomic data from the Food and Agriculture Organization that predicts

    how productive a given parcel of land (anywhere on Earth) would be

    were it to be used to grow any one of a set of crops. In short, thanks

    to the scientific understanding of how crops grow under various

    conditions, both factual and counterfactual technologies are knownin this particular context. Costinot and Donaldson show how this

    data source, when combined with conventional data on output from

    the US Census of Agriculture, can be used to estimate the rate at

    which US counties have become increasingly integrated with one

    another, as well as the gains from this integration, from 1880 to

    2002. Their findings suggest that growth due to reductions in barr

    ers to trade have been substantial—approximately 2 percent growth

    annually—and slightly larger than the growth due to technologica

    progress in the agricultural sector over the same period.

    FACULTY RESEARCH

    Benjamin OLKEN

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    ECONOMICS STUDENTS: 

    Where are they now?

    FIONA SCOTT MORTON  received herPhD in Economics from MIT in 1994. She

    was on the faculty at Stanford University and

    at the University of Chicago, prior to joining

    the Yale School of Management in 1999. An

    expert in competitive strategy, Scott Morton’s

    research focuses on empirical studies of com-

    petition among firms in areas such as pricing,entry, and product differentiation. In 2011, she

    was Deputy Assistant Attorney General for

    Economic Analysis for the U.S. Department

    of Justice. Scott Morton is the first woman to

    hold this post. As the chief economist of the

    DoJ Antitrust Division, she supervised more

    than fifty Ph.D. economists in the Antitrust

    Division’s Economic Analysis Group (EAG),

    which is widely recognized as one of the most

    experienced and sophisticated organizations

    in the world in the application of economicsto competition policy. Her key responsibilities

    included enforcing antitrust laws, reviewing

    mergers that come before the department, and

    exploring how antitrust regulations interact

    with new legislation, particularly the landmark

     Affordable Care Act of 2010.

    Financial Systems in

    Developing Economies:

    Growth, Inequality and Policy

    Evaluation in Thailand

    BY ROBERT M. TOWNSEND

    Unique in its approach and in the variety of

    methods and data employed, this book is the

    first of its kind to provide an in-depth evaluation

    of the financial system of Thailand, a prototypical

     Asian developing economy. Using a wealth of

    primary source qualitative and quantitative data,

    including more than fifteen years of detailed sur-

    vey data painstakingly collected by the author, it

    evaluates the impact of specific financial institu-

    tions, markets for credit and insurance, and

    government policies on growth, inequality, and

    poverty at the macro, regional, and village level

    in Thailand. Useful not only as a guide to the Thai

    economy, Townsend’s analysis rigorously dem-

    onstrates the impact that financial institutions

    and policy variation can have on both aggregate

    welfare and the distribution of gains and losses

    at the macro- and micro-level. This book will be

    an invaluable resource to academics and policy-

    makers with an interest in development finance.

    20 | Econometrics

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    CONOMETRICS RESEARCH

    and teaching at MIT blend the theory

    and practice of economic data analy-

    sis. Econometrics provides fundamen-

    tal approaches to using data to under-

    stand underlying structural and causal

    relationships and finds application in a

    wide range of topics in both microeco-

    nomics and macroeconomics.

     Victor Chernozhukov carries out wide

    ranging research in econometric theory.

     Topics include high dimensional models,

    shape restrictions, set inference, endoge-

    neity, and quantile estimation. He applies

    these methods to novel and classical

    economic problems, often in collabora-

    tion with other MIT faculty or students.

    Jerry Hausman has made fundamental

    contributions to the econometric analysis

    of microeconomic data, developing new

    ways to estimate models of transporta-

    tion, labor supply, research and devel-

    opment investment, educational returns,

    and stock market prices. He is currently

    investigating discrete choice models that

    allow flexible correlation among alterna-

    tives and measurement error, while car-rying out a range of applied studies in

    industrial organization and public finance.

     Anna Mikusheva has worked on the

    problems of statistical inference when

    time series are nearly non-stationary. Her

    recent research focuses on geometry and

    dynamics of weak identification. Whitney

    Newey has extended instrumental vari-

    ables to nonparametric models, devel-

    oped inference methods for models with

    many moment restrictions and proposed

    methods for non separable econometric

    models. His recent interests include dis-crete panel data and welfare measure-

    ment with heterogenous agents.

    In addition to these core econometrics

    faculty members, several other faculty

    members in the Economics Department

    and the Sloan School have important

    interests in econometrics. Joshua Angrist

    studies methods for program evaluation

    in applied economics. Andrew Lo of the

    Sloan School studies the econometrics

    of financial markets and is an author of a

    leading text in this field. Thomas Stoker,

    another member of the Sloan School

    faculty, has also worked on a range of

    problems in micro-econometrics.

     The graduate econometrics course

    sequence gives students the best tools

    available for solving difficult problems.

     The courses cover standard topics such

    as linear regression, while also introduc-

    ing students to the latest techniques for

    empirical research. Course material is

    updated regularly to reflect advances inthe field. There is a weekly MIT-Harvard

    econometrics seminar.

    Econometrics

    Whitney NEWEY 

    Jerry HAUSMAN

     Victor CHERNOZHUKOV 

     Anna MIKUSHEVA 

    Econometrics | 2

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    22 | Econometrics

    Economics Computingat MIT 

     The Department supplements MIT’s computing resources

    with its own cutting-edge systems designed to support

    learning and research. Our graduate computing labgrants students access to powerful Windows-based vir

    tual machines, which run a full suite of econometric and

    statistical software packages. The lab is open 24 hours a

    day and is also remotely accessible, allowing students to

    connect using their personal computers from anywhere in

    the world. Additionally, we provide multiple Linux-based

    research computing servers, including a 200+ proces

    sor high-performance computing cluster. These systems

    allow students to work with massive data sets and easily

    manage long-running jobs. Our computing infrastructure

    is backed by a robust and secure fiber-optic data storage

    system which provides user-accessible backups of data

    sets and documents.

     Three full-time professionals, Carl Anderson, Andy Dorne

    and Mark Leary, support our extensive IT operation

    Graduate students may also look to user consultants fo

    assistance and direction. These consultants, drawn from

    the ranks of current economics PhD students, train new

    users and help with data management and programming

     The Department offers a student-taught programming

    course designed to acquaint both graduate and under

    graduate students with popular programming languages

    Students often take this class in preparation for empiricaprojects and work as faculty research assistants. Othe

    important computing resources for MIT economists

    include MIT’s Geographic Information Systems Laboratory

    housed at Rotch Library, and the virtual Harvard-MIT Data

    Center. In 2012, the Economics Department launched an

    agreement with the Census Bureau’s Research Data

    Center (RDC), located at the nearby National Bureau of

    Economic Research (NBER), allowing all of our students

    and faculty to access confidential government microdata

    sources for approved projects.

    Undergraduate Majors in

    Economics

    Paul Kominers majored in Economics and

    Political Science and graduated from MIT in

    2012. He is currently a Research Director

    at TurboVote, a startup nonprofit based in

    Brooklyn, New York which is, according to its

    web site, striving to make voting in US elec-

    tions “as easy as renting a DVD from Netflix.”

    Paul’s single most important commitment asan undergraduate was his involvement with the

    MIT Educational Studies Program, a student run

    organization whose members “volunteer out of

    a love for teaching, organizing and service…” to

    teach high school and middle school students

    in the Boston area and beyond. Paul was recog-

    nized for this teaching with a community service

    award in his freshman year. He also served in

    student government through the Undergraduate

    Economics Association, the Baker Foundation,

    and the house government of the Random Hall

    dormitory. In his senior year, Paul sat on five

    appointed MIT committees.

    Research was a major component of Paul’s

    undergraduate career. He held a mix of research

    assistantships and UROPs in the Media Lab,

    in the Economics Department with Professor

    Gibbons, at the Berkman Center for Internet and

    Society at Harvard University, and at Harvard

    Business School with Professor Edelman. He

    also interned at the Admissions Office and notes

    that he “could probably still give an MIT infor-

    mation session more or less by heart.”

    Paul’s relationship with Professor Parag Pathak

    was, by his report, the highlight of his MIT

    Economics experience. In his sophomore year,

    Paul fell in love with Pathak’s IntermediateMicroeconomic Theory class (14.04). He recon-

    nected with Pathak in his senior year when he

    asked him to advise his senior thesis. Though

    the topic was in a field far outside of his primary

    research area, Pathak enthusiastically agreed.

    The result was a highly original and successful

    study entitled, “The Impact of Autocracy on

    Online Censorship.”

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     Applied Microeconomics | 2

    PPLIED MICROECONOMICS

    is comprised of several specialized

    areas of study: industrial organization

    and regulation, labor economics, public

    economics, political economy, health

    economics, urban economics, eco-

    nomic history, and financial economics.

    IndustrialOrganization and

    RegulationCourses in industrial organization andregulation examine the strategic behaviorof firms, the effect of government regula-tions, and more generally, the structure,behavior, and performance of productand service markets. MIT Economicsregularly offers undergraduate courses in

    industrial organization, energy economics,and health economics. The main PhDfield sequence in industrial organization iscomprised of three semester-long cours-es that develop the theory and empiricalapproaches to oligopoly, antitrust, andregulation during the first two semesters,and focus in the third semester on hands-on experience with structural econometricmethods used in industrial organizationand applied microeconomic research.

     The methods course is strongly recom-mended for students writing dissertationsin the field and has been very popular

    among students in related fields as well.

    Many faculty members carry out researchin industrial organization. Glenn Ellison’sresearch spans a broad range of theo-retical and empirical analyses across thefield of industrial organization. Recentwork includes analyses of the implicationsof consumer deviations from neoclas-sical optimizing behavior for firms andmarkets, the design and performance

    of various internet-based markets, anddeterminants of firm location decisionsand agglomeration. Sara Fisher Ellisonis an applied econometrician with exper-tise on the pharmaceutical industry andonline businesses, and broad interests inhow political and market institutions influ-ence strategic decisions by firms. PanleJia Barwick and Paulo Somaini combinetheir interests in industrial organizationwith econometrics expertise to analyzefirm behavior through the lens of struc-tural econometric models, developingand applying cutting edge econometric

    tools to problems of interest. Panle hasanalyzed product and entry decisions ina range of service industries, includingairlines, discount retailing, and realtors.Paulo’s recent work analyzes the effectof interdependent costs on competitionin highway procurement auctions. NancyRose is an expert in the economics ofregulation who has studied the effects ofregulation and its reform on performancein a range of energy and transportationmarkets, as well as the interactions ofregulation with labor market outcomes.Her research on unregulated markets

    has focused on pricing, product qual-

    Nancy ROSEPanle Jia BARWICK    Paulo SOMAINI

     A

     Applied

    Microeconomics

    Sara Fisher ELLISON

    ity, and financial constraints in the airlineindustry. Emeritus Professor and DeanRichard Schmalensee has done seminawork in both the theory and empirics oindustrial organization. His most recenprojects have focused on energy andenvironmental policy, and the operationof two-sided markets, particularly credicard markets. Department faculty and

    students also interact with a number oSloan School of Management facultywhose primary research interests are inindustrial organization.

    Labor EconomicsLabor economics is concerned with themany economic forces that determinewages and employment. Labor economics also covers subfields such as theeconomics of education and the economics of the family. Our undergradu

    ate labor course offers an overview otraditional labor topics, including supply and demand in the labor markethuman capital, and the wage structureGraduate students may take a twosemester course on modern empiricaand theoretical labor economics, as welas more advanced courses on labor topics and econometric methods of speciainterest to labor economists.

     A distinguished group of faculty membersspecializes in labor economics. Daron

     Acemoglu has contributed to core theoret