Graduate

Survey of partial equilibrium analysis, market distortions, consumer choice and production and trade theory, perfect and imperfect competition, price discrimination, and intertemporal choice theory.

Applies concepts and tools developed in ECON 200 to problems encountered in private- and public-sector output and labor markets. The focus is empirical; topics include analysis of labor supply and labor demand and the role of government labor market policies, analysis of pricing policies and regulation, estimation of the returns to schooling, estimation of demand and cost functions, and the role of unions in the economy. ECON 200 is strongly recommended as preparation.

Aggregate economic analysis: determinants of aggregate expenditures and output, the roles of monetary and fiscal policy, recent developments in macro theory; macro policy issues.

Economic theory of individual and market behavior, including constrained optimization, duality, theory of the consumer, theory of the producer, dynamic optimization, behavior under uncertainty, intertemporal choice, asymmetric information, game theory, partial and general equilibrium, pure and applied welfare economics, public goods and externalities. ECON 204A, ECON 204B, and ECON 204C must be taken in sequence.

Economic theory of individual and market behavior, including constrained optimization, duality, theory of the consumer, theory of the producer, dynamic optimization, behavior under uncertainty, intertemporal choice, asymmetric information, game theory, partial and general equilibrium, pure and applied welfare economics, public goods and externalities. Courses must be taken in sequence.

Economic theory of individual and market behavior, including constrained optimization, duality, theory of the consumer, theory of the producer, dynamic optimization, behavior under uncertainty, intertemporal choice, asymmetric information, game theory, partial and general equilibrium, pure and applied welfare economics, public goods and externalities. Courses must be taken in sequence.

Modern macroeconomic theory: theories of growth and business cycle fluctuations; theories of household and firm behavior; models of financial markets and labor markets; recent developments in the analysis of macroeconomic policy. ECON 205A, ECON 205B, and ECON 205C must be taken in sequence.

Modern macroeconomic theory: theories of growth and business cycle fluctuations; theories of household and firm behavior; models of financial markets and labor markets; recent developments in the analysis of macroeconomic policy. Courses must be taken in sequence.

Modern macroeconomic theory: theories of growth and business cycle fluctuations; theories of household and firm behavior; models of financial markets and labor markets; recent developments in the analysis of macroeconomic policy. Courses must be taken in sequence.

Mathematical methods commonly used in economic analysis are discussed. Covers basic matrix algebra, real analysis, functions, continuity concepts, differentiation, Taylor expansion, implicit function theorem, and optimization. Prerequisite(s): qualifications as determined by instructor; inquire at department office.

A course in introductory mathematical economics which covers standard optimization problems, difference and differential equations, optimal control theory, decisions under uncertainty, game theory, and stochastic calculus. ECON 210A or equivalent is strongly recommended as preparation.

Introduces advanced econometric methods. Topics include probability theory, hypothesis testing, linear regression analysis, heteroscedasticity, serial correlation, instrumental variables, and panel data models.

Focuses on the use of econometric methods for causal inference. Research designs covered include: OLS regression, non-parametric regression, propensity score, panel models, synthetic control, instrumental variables, and regression discontinuity.

Covers the asymptotic theory of m-estimators, resampling methods, nonparametric estimation, and statistical (machine) learning methods commonly used in industry. Emphasis is on theory but students also have the chance to implement some of the methods on real datasets.

Empirical project or paper in econometrics to demonstrate student's ability to conduct applied econometric analysis. Ph.D. requirement to be completed by beginning of student's third year of study. Prerequisite(s): ECON 211A and ECON 211B.

The use of statistical techniques for the testing of economic hypotheses and the estimation of parameters, with emphasis on regression analysis. Includes methods of dealing with serial correlation, errors in variables, multicollinearity, and heteroscedasticity. Experience with common statistical packages.

Covers discrete and limited dependent variable models, nonparametric estimation methods, resampling methods, as well as statistical (machine) learning methods commonly used in industry. Students learn the theoretical foundations behind the methods and also how to apply them in practice.

Studies the microeconomics of development. Topics may include health and nutrition, education, intra-household economics, formal and informal risk-coping mechanisms, savings, credit, agriculture, institutions, and service delivery, and corruption.

Methodological class covering how to build a good theoretical model, how to derive a convincing test of a model, and how to structurally estimate a model. Examples drawn largely (though not exclusively) from the study of economic development.

Covers major issues in monetary economics, focusing on the core theoretical models employed in monetary economics. Topics include: money in general equilibrium; money-in-the-utility function approaches; cash-in-advance models; search-based models; welfare costs of inflation; optimal inflation tax; informational frictions in monetary economies; financial and credit frictions; nominal price and wage frictions; time-dependent and state-dependent models of price adjustment; and money in new Keynesian models.  

Covers major issues in empirical macroeconomics, focusing on structural vector auto-regressions (VARs) and solution and estimation of dynamic stochastic general equilibrium (DSGE) models. Topics include: recursive identification; long-run restrictions; sign-restrictions; Bayesian estimation of DSGE models; model comparisons; non-linear solution methods for DSGE models; particle filters and other advanced topics related to empirical macroeconomics.

Focuses on the use of disaggregated data on firms, establishments, workers, and households in macroeconomic research. Students learn about commonly used administrative records, survey data, quasi-experiments, etc., and their use to answer questions of interest to macroeconomists.

Introduces machine learning methods and their application to econometrics and applied economics. Covers the traditional use of machine learning for solving prediction problems and recent research applying the methods to causal inference and counterfactual prediction. Students learn the basic theory justifying the use of these methods and gain experience implementing them in R using economic data. Through class discussions, students study examples of applied economic research utilizing machine learning methods.

Equips students with the analytical tools they need to make informed financial decisions and manage the risks that businesses face in today's competitive global environment. Covers the fundamental theories and real-world examples in international financial markets.

Applications of economic analysis in private finance. Topics include risky choice and intertemporal choice theory, asset pricing models, efficient market hypotheses, market institutions, and derivative securities. ECON 200 is strongly recommended as preparation.

Examines various aspects of financial institutions and markets, with emphasis on financial stability and sustainability. Topics include the role banks and other financial intermediaries play in achieving ESG sustainability goals and minimizing systemic risks. The course also discusses the structure of financial regulation and its role in achieving stability and sustainability goals.

Application of modern financial theory to corporate decision making. Topics covered include capital budgeting and the firm's investment decision, capital structure, dividend policies, and the implications of corporate governance for enterprise financial goals.

This course surveys the financial risks faced by corporation, banks, and other financial institutions that arise from changes in interest rates, foreign exchange rates, commodity prices, and stock prices. It examines the characteristics, payoffs, and pricing of financial derivatives and other instruments for managing risk, including options, forwards, futures, swaps, structured notes, and asset-backed securities. Several cases will be used to illustrate how actual firms solve financial risk management problems.

Surveys the principles of mechanism design and applies them to a variety of 21st Century markets, e.g., for energy, spectrum, finance, online ads, and predictions. Student teams develop new applications.

Topics in finance selected by the instructor.

The theory of international trade and commercial policy. Both traditional analyses and recent developments are covered. Topics include both normative and positive theoretical analyses, as well as empirical testing of theory.

The second quarter of a two-quarter sequence which focuses on advanced research topics in trade and its intersection with applied microeconomics. The course is theoretical and empirical, and designed to acquaint students with recent developments in the field. Research topics include: trade and development; political economy of trade policies; trade and labor markets; trade and environment; theories, determinants, and implications of foreign direct investments; economic geography; and spatial/urban economics.

Covers the foundations of international macroeconomics. Topics include international borrowing and lending, the role of international financial markets, exchange rate economics, wealth and income in open economies, and macroeconomic policy interdependence.

Covers major topics in international finance and open economy macroeconomics, focusing on contemporary theoretical and empirical analysis. Topics include: international capital flows, financial crises, exchange rate economics, financial policy intervention, and fiscal and monetary policies in open economies.

Covers contemporary research topics in international macroeconomics and finance, including advances in both theoretical analysis and empirical methods. Specific topics on international macroeconomics, finance, and policy vary.

Focuses on a range of real-life issues in international trade and development. Topics include North American Free Trade Agreement (NAFTA), the semiconductor industry, the Boeing-Airbus aircraft trade problems, the World Trade Organization (WTO) and developing countries, U.S./Japan trade, trade and the environment, and U.S./China trade.

Emphasizes government policies to promote growth. Topics include the Washington Consensus, the East Asian model, and recent policy changes in East Asia, Latin America, Eastern Europe, and the former Soviet Union.

Theory of the role of public sector expenditures and taxes in market economies. Analyzes efficiency and equity arguments for government intervention. Topics include the role of public debt and deficits in economies, international effects of tax and spending policies, and economic theories of public sector decision making. ECON 204A and ECON 205A are strongly recommended as preparation. Students cannot receive credit for this course and ECON 150.

Covers topics in applied microeconomics, including public, labor, education, environmental, and health. Discusses advanced econometric techniques used to establish causal identification. Students read and evaluate current research and develop an independent research agenda.  

Covers topics in applied microeconomics, with an emphasis on labor topics not covered in 250A and 250B. Students read and evaluate current research, discuss applications of advanced econometric techniques for causal identification, and develop an independent research agenda.

Applications of economic analysis in public finance, largely from the revenue side: taxation. The issues considered include the effects of taxation on consumer welfare, consumption, labor, capital, production, growth. Course 200 is strongly recommended as preparation. Students cannot receive credit for this course and course 153.

Applications of welfare and microeconomic theory and methodology to the public expenditure question: cost-benefit. Effects of the taxes discussed in course 259A and sophisticated tools used in the face of these and other distortions with regard to measurement of benefits, costs, and the discount rate. Course 200 strongly recommended as preparation.

Advanced topics and current research in microeconomic theory and applications, including topics on decision theory, game theory, behavioral economics, and general equilibrium analysis.

Reviews static equilibrium concepts, games of incomplete information, and the traditional theory of dynamic games in discrete time. Develops recent evolutionary game models, including replicator and best reply dynamics, and applications to economics, computer science, and biology. Prerequisite(s): upper-division math courses in probability theory are strongly recommended. Cannot receive credit for this course and ECON 166B or CSE 166B.

For Ph.D. students in economics who are at the early stages of their research careers as well as for those who are engaged in dissertation work in macroeconomics and monetary economics. Students present original research in progress. (Formerly Workshop in Macroeconomics and Monetary Economics.)

For Ph.D. students in economics who are at the early stages of their research careers as well as for those who are engaged in dissertation work in applied microeconomics or other empirical work. Students present original research in progress. (Formerly Workshop in Applied Microeconomics.)

For economics doctoral students who are at early stages of their research careers as well as those engaged in dissertation research in behavioral, experimental and theoretical economics using laboratory experiments and related techniques. Students present original research in progress. (Formerly offered as Workshop in Experimental Economics.)

Covers several advanced topics in the history of international economics, international trade, and international finance. Topics include imperfect competition and trade, strategic trade policies, increasing returns, and the pattern of trade, economic geography, exchange rate target zones, and balance of payment crises. Topics vary from year to year. Courses 204A-ECON 204B-ECON 204C and ECON 205A-ECON 205B-ECON 205C are strongly recommended as preparation.

Experience in applied projects, report writing and presentation, drawing on previous coursework.

Students will undertake analytical projects in public or private institutions. The material covered must be different from that of the thesis topic.

Practical experience in managing computerized data sets and running statistical packages. Covers STATA and R.

Bi-weekly seminars designed to present students with current working applications in various fields of applied economics and finance.

Bi-weekly seminars by visiting faculty and industry leaders who are experts in their fields provide in-depth insight on topics relevant to graduate students in economics.

Weekly seminar designed to present students with current working applications in various fields of applied economics.

Reading in research area of student interest, with faculty supervision through weekly discussion. Students submit petition to sponsoring agency.

Student presentations of literature and/or original research in areas of student research interest. Student discussion of presentations under faculty supervision.

Independent study and research under faculty supervision. Students submit petition to sponsoring agency.

Independent study and research under faculty supervision. Students submit petition to sponsoring agency.

Independent study and research under faculty supervision. Students submit petition to sponsoring agency.

May be taken once to meet course requirements for the master's degree. Students submit petition to sponsoring agency.

May be taken once to meet course requirements for the master's degree. Students submit petition to sponsoring agency.

May be taken once to meet course requirements for the master's degree. Students submit petition to sponsoring agency.

Research toward Ph.D. dissertation under faculty supervision. Prerequisite(s): advancement to candidacy and students submit petition to sponsoring agency. (Formerly, course 298 Dissertation Research)

Research toward Ph.D. dissertation under faculty supervision. Prerequisite(s): advancement to candidacy and students submit petition to sponsoring agency. (Formerly, course 298 Dissertation Research)

Research toward Ph.D. dissertation under faculty supervision. Prerequisite(s): advancement to candidacy and students submit petition to sponsoring agency. (Formerly, course 298 Dissertation Research)