Corequisites: ECON UN1155 How a market economy determines the relative prices of goods, factors of production, and the allocation of resources and the circumstances under which it does it efficiently. Why such an economy has fluctuations and how they may becontrolled.
Prerequisites: (ECON UN1105) The workshop prepares students to compete in the annual College Fed Challenge sponsored by the Federal Reserve. Topics covered include macroeconomic and financial conditions, monetary policy, financial stability and the Federal Reserve System.
Prerequisites: ECON UN1105 Covers five areas within the general field of international economics: (i) microeconomic issues of why countries trade, how the gains from trade are distributed, and protectionism; (ii) macroeconomic issues such as exchange rates, balance of payments and open economy macroeconomic adjustment, (iii) the role of international institutions (World Bank, IMF, etc); (iv) economic development and (v) economies in transition.
The purpose of this course is to provide a basic introduction to accounting, including the
foundations of accounting concepts, the underlying mechanics, and the overall perspective required
to become intelligent users of accounting information. The course will focus on the main
financial statements, the nature of accrual measurement, and the information perspective. In addition,
we will explore some accounting methods in detail, such as revenue recognition, assets,
liabilities, and equity.
The overarching perspective is that accounting reports provide information that is useful for
a variety of purposes. In the course, I will also provide insights into how the financial markets
use accounting information to evaluate executives, predict future stock returns, assess firms’
riskiness, and allocate society’s resources to their most productive uses.
This course studies the financial system through its institutions, instruments,
and practitioners. Each week takes up a different part of finance, starting from its history and
then working out its economics. Two questions recur throughout: how does finance improve
society (allocating capital, sharing risk, providing liquidity, producing information), and how
does it go wrong? Along the way, the course introduces students to careers in finance, but it
is not a business-skills course.
Prerequisites: ECON UN3211 and ECON UN3213 and STAT UN1201 Institutional nature and economic function of financial markets. Emphasis on both domestic and international markets (debt, stock, foreign exchange, eurobond, eurocurrency, futures, options, and others). Principles of security pricing and portfolio management; the Capital Asset Pricing Model and the Efficient Markets Hypothesis.
Prerequisites: ECON UN1105 and MATH UN1101 and (MATH UN1201 or MATH UN1207) The determination of the relative prices of goods and factors of production and the allocation of resources.
Prerequisites: (MATH UN1101 or MATH UN1207) and ECON UN1105 or the equivalent. Corequisites: MATH UN1201 This course covers the determination of output, employment, inflation and interest rates. Topics include economic growth, business cycles, monetary and fiscal policy, consumption and savings and national income accounting.
Prerequisites: ECON UN3211 and ECON UN3213 or the equivalent. Introduction to the principles of money and banking. The intermediary institutions of the American economy and their historical developments, current issues in monetary and financial reform.
Prerequisites: (ECON UN3211 or ECON UN3213) and (MATH UN1201 or MATH UN1207) and STAT UN1201 Modern econometric methods; the general linear statistical model and its extensions; simultaneous equations and the identification problem; time series problems; forecasting methods; extensive practice with the analysis of different types of data.
Prerequisites: ECON UN3211 and ECON UN3213 and MATH UN2010 Students must register for required discussion section. Corequisites: MATH UN2500 or MATH GU4061 The course provides a rigorous introduction to microeconomics. Topics will vary with the instructor but will include consumer theory, producer theory, general equilibrium and welfare, social choice theory, game theory and information economics. This course is strongly recommended for students considering graduate work in economics. Discussion section required.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and MATH UN2010 Required discussion section ECON GU4214 An introduction to the dynamic models used in the study of modern macroeconomics. Applications of the models will include theoretical issues such as optimal lifetime consumption decisions and policy issues such as inflation targeting. This course is strongly recommended for students considering graduate work in economics.
Prerequisites: ECON UN3211 and ECON UN3213 The study of industrial behavior based on game-theoretic oligopoly models. Topics include pricing models, strategic aspects of business practice, vertical integration, and technological innovation.
Prerequisites: ECON UN3211 and ECON UN3213 and STAT UN1201 An introduction to the economics principles underlying the financial decisions of firms. The topics covered include bond and stock valuations, capital budgeting, dividend policy, market efficiency, risk valuation, and risk management. For information regarding REGISTRATION for this course, go to: http://econ.columbia.edu/registration-information.
This advanced elective equips economics majors with the tools to analyze the policy challenges and structural dynamics of Middle Eastern economies. Students will apply macroeconomic models and quantitative methods to understand topics such as oil and gas dependence, fiscal sustainability, inflation, trade, labor markets, demographic transition, institutional development, poverty, and the economics of conflict and reform. They will actively research and present case studies that illustrate the policy challenges in specific country settings. Readings are drawn from leading economics textbooks, research articles, policy reports, and multimedia sources, fostering collaboration, critical thinking, and data-driven discussions on contemporary regional development issues while remaining attentive to the human dimension and to the political economy context in which these policies unfold.
Prerequisites: ECON UN3211 and ECON UN3213. This course examines labor markets through the lens of economics. In broad terms, labor economics is the study of the exchange of labor services for wages—a category that takes in a wide range of topics. Our objective in this course is to lay the foundations for explaining labor market phenomena within an economic framework and subsequently apply this knowledge-structure to a select set of questions. Throughout this process we will discuss empirical research, which will highlight the power (as well as the limitations) of employing economic models to real-world problems. By the end of this course we will have the tools/intuition to adequately formulate and critically contest arguments concerning labor markets.
Prerequisites: ECON UN3211 and ECON UN3213 Introduction to the systematic treatment of game theory and its applications in economic analysis.
Prerequisites: ECON UN3211 and ECON UN3213 This course studies gender gaps, their extent, determinants and consequences. The focus will be on the allocation of rights in different cultures and over time, why women's rights have typically been more limited and why most societies have traditionally favored males in the allocation of resources.
Prerequisites: ECON UN3211 and ECON UN3213 The theory of international trade, comparative advantage and the factor endowments explanation of trade, analysis of the theory and practice of commercial policy, economic integration. International mobility of capital and labor; the North-South debate.
In lieu of the failure of legislatures to pass comprehensive carbon taxes, there is growing pressure on the financial system to address the risks of global warming. One set of pressures is to account for the heightened physical risks due to extreme weather events and potential climate tipping points. Another set of pressures are to find approaches to incentivize corporations to meet the goals set out in the Paris Treaty of 2015. These approaches include (1) mandates or restrictions to only hold companies with decarbonization plans, (2) development of negative emissions technologies such as direct-air capture and (3) promotion of natural capital markets that can be used to offset carbon emissions. Moreover, financial markets also provide crucial information on expectations and plans of economic agents regarding climate change. This course will cover both models and empirical methodologies that are necessary to assess the role of the financial system in addressing global warming.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Selected topics in microeconomics.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 Registration information is posted on the departments Seminar Sign-up webpage. Selected topics in macroeconomics. Selected topics will be posted on the departments webpage.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and sign-up in the departments office. Registration information is posted on the departments Seminar Sign-up webpage. Analyzing data in a more in-depth fashion than in ECON UN3412. Additional estimation techniques include limited dependent variable and simultaneous equation models. Go to the departments undergraduate Seminar Description webpage for a detailed description.
Prerequisites: ECON W3211, W3213, W3412 (or POLS 4712), W4370. Registration information is posted on the departments Seminar Sign-up webpage. Required for majors in the joint program between political science and economics. Provides a forum in which students can integrate the economics and political science approach to political economy. The theoretical tools learned in political economy are applied: the analysis of a historical episode and the empirical relation between income distribution and politics on one side and growth on the other.
Prerequisites: ECON W3211, ECON W3213, ECON W3412. Students will be contacted by the Economics department for pre-enrollment. Explores topics in the philosophy of economics such as welfare, social choice, and the history of political economy. Sometimes the emphasis is primarily historical and someimes on analysis of contemporary economic concepts and theories.
Prerequisites: ECON UN3211 and ECON UN3213 and ECON UN3412 and the director of the departmental honors programs permission. Students must have a minimum GPA of 3.7 in all required major courses, including calculus and statistics, prior to enrollment. The honors thesis seminar is a year-long course, beginning in the fall semester and ending in the spring semester. Students who have been approved to enter the workshop will be registered for both semesters by the department during the first two weeks of classes; 3 points are earned per semester. This workshop may only be taken by students applying for departmental honors, and it also fulfills the economics seminar requirement for the economics major and all joint majors. Students must see the director during mid-semester registration in the spring to discuss their proposed thesis topic, at which time they will be matched with appropriate faculty who will act as their thesis adviser. Students will meet their adviser over the course of the year at mutually agreed upon times. A rough draft of the thesis will be due during the first week of February in the spring semester, and the final draft will be due three weeks before the last day of classes. Please note that for those joint majors that require two seminars, one in economics and one in the other discipline (i.e. Political Science), the economics senior honors thesis seminar only fulfills the economics seminar requirement.
This is a topics course in industrial organization intended for MA students. The focus of the class is to familiarize students with the way economists in academic, antitrust regulatory and private sector settings approach research questions related to topics such as conduct, pricing, competition or ownership and control in various market structures (e.g., homogenous product, differentiated product, two-sided, vertical markets). The goal of the course is threefold. For each of the market structures considered:
(i)
familiarize you with the foundational economic theories;
(ii)
provide you with the empirical tools you can apply in the future to conduct your own research; and
(iii)
introduce to you key antitrust issues regulators have been focusing on and approaches used in practice to analyze these issues by antitrust economists.
Prerequisites: the director of graduate studies permission. Corequisites: ECON G6410. Consumer and producer behavior; general competitive equilibrium, welfare and efficiency, behavior under uncertainty, intertemporal allocation and capital theory, imperfect competition, elements of game theory, problems of information, economies with price rigidities.
Prerequisites: the director of graduate studies permission. Concept of full employment. Models of underemployment and theory applicability, determinants of consumption and of investment, multiplier and accelerator analysis, an introduction to monetary macroeconomics, the supply side and inflation. Integration of macroeconomics with microeconomic and monetary analysis.
Prerequisites: ECON G6216 and G6412, or the instructor's permission. This course deals with business cycle theories and methods for evaluating such theories. The course extends the canonical real business cycle model to analyze models with cyclical variation in markups, models of endogenous fluctuations, and models of news-driven short-run fluctuations. Attention is given to numerical methods to approximate the dynamics implied by stochastic general equilibrium models, with particular emphasis given to perturbation methods. The course will also include an operational introduction to full and limited-information approaches to the estimation of DSGE models.
Prerequisites: ECON G6211 and ECON G6212. This course provides an overview of topics in industrial organization (IO) economics. Its goals are to survey the main outlines of modern IO, to develop key theoretical ideas, to demonstrate important techniques, to link theory to empirical work, and to relate theoretical and empirical results to policy issues. Empirical two-period models. Empirical single-agent and multiple-agent dynamic models.
Prerequisites: ECON G6211 and ECON G6212. This is an empirical course comprised of two parts. The first part examines single agent dynamics, and multi-agent dynamics (dynamic games). Both methodological advances and empirical applications will be discussed. Some of the topics that will be covered include: investment and replacement problems, durable goods, consumer learning, price dispersion and search costs, learning by doing, and networks and switching costs. There will be a strong focus on estimation details of dynamic oligopoly models. The second part of the course will review empirical models of imperfect information including auctions, moral hazard, and adverse selection.
This course introduces the students to the field of Organizational Economics. We combine theoretical and empirical methods to study the nature, design, and performance of organizations. Organizations, such as firms, bureaucracies, and political parties, live in a second-best world, where inefficiencies are inevitable. Our goal is to understand and measure these inefficiencies, study their causes and how to minimize them. This course is divided in two parts of equal length. The first part introduces a few of the main theoretical models and findings from the organizational-economics literature. The second part focuses on how to bring the models to the data. By design, the course is intended for a broad set of students: those who are theoretically inclined, those who are empirically inclined, and those who are both. Many of the tools and skills that are developed in this course will be useful not only within organizational economics but, more broadly, to other fields such as industrial organization, political economy, development economics. Our ultimate goal is to accelerate the students' transition toward conducting their own independent research.
Prerequisites: ECON G6211, ECON G6212 or the instructor's permission. Survey of recent microeconomic work on firm behavior in developing countries, with a primarily empirical focus. Topics include: credit constraints, contracting frictions, reputations and networks, learning and technology adoption, agency issues within firms, productivity estimation, international dimensions of firms behavior, and debates around industrial policy.
Prerequisites: (ECON GR6211) and (ECON GR6212) and (ECON GR6215) and (ECON GR6216) and (ECON GR6411) and (ECON GR6412) and This course covers a range of challenges faced by governments in low- and middle-income countries. The course will cover both applied theory papers and empirical papers applying the latest empirical methods.
The course provides an overview of the field of empirical political economy. While students will be expected to familiarize themselves with the most prevalent models in the field, the emphasis in this course will be on applied work. The goal is for students to attain a working knowledge of the literature, to learn to critically evaluate that literature and most importantly to develop the skills to come up with interesting, workable and theoretically grounded research questions that will push that literature forward.
Corequisites: ECON G6410 and the director of graduate studies permission. Introduction to the general linear model and its use in econometrics, including the consequences of departures from the standard assumptions.
This is the second course of the second year PhD econometrics sequence with emphasis on both economic applications and computationally intense methods for analysis of large and/or complex models. Students can attend the whole sequence or only one of them. While the details of the econometric techniques will be discussed extensively, the core and focus of the course is on the applications of these techniques to the study of actual data. Students will be practiced in econometric methods through computer-based exercises. Prerequisites: Students should have a good understanding of graduate econometrics and should have taken ECON G6411 and G6412.
Prerequisites: ECON GR6211 and ECON GR6212 and ECON GR6215 and ECON GR6216 and ECON GR6410 and ECON GR6411 and ECON GR6412 and ECON GR6493 Models of errors and biases in judgments, in the domains of perception, statistical inference, and decision making. Experimental evidence and theoretical analyses from economics, psychology, computational neuroscience, and computer science will be discussed and compared. Topics treated will include signal detection theory, stochastic choice, diffusion-to- bound models, decision by sampling, probability matching, rational inattention, efficient coding theories, theories of salience or focus- weighted valuations, reference-dependent or context-dependent valuations, and reinforcement learning.
This is an advanced graduate-level course in international macro-finance. The course focuses on empirical research and applied theory. This course is targeted to second year PhD students in business economics, economics, finance and related disciplines, including Columbia Business School MSFE students that have completed their first-year courses.
The course assumes familiarity with basic theoretical modeling techniques such as dynamic optimization and general equilibrium modeling. Similarly, the course assumes familiarity with basic empirical methods and with econometric software of your choice (Stata, Python, Matlab, etc.). Students without all the necessary prerequisites and familiarity with these techniques are welcome to take the course but should expect to have to fill the gaps on their own.
There is no required textbook for the course since we will mainly read and discuss papers on the reading list. The following resources will be used extensively:
-Handbook of International Economics, Volume 5, forthcoming.
Link
-Stanford Big-Data Initiative in International Macro-Finance Videos:
Link
Prerequisites: ECON G6211 and ECON G6212 or the instructors permission. This course covers topics at the frontier of international trade research, placing an emphasis on theory. Previous topics include: trade patterns, offshoring, inequality, unemployment, trade and matching, firm organization, and trade policy.
Prerequisites: ECON G6412, ECON G6411, ECON G6215, ECON G6211. Corequisites: ECON G6212, ECON G6216, ECON G6412. This course will critically examine mainstream approaches to economic theory and practice, particularly in the areas of macroeconomic stabilization policy, poverty reduction, economic development, environmental sustainability, and racial and gender inequality. Topics will vary from year to year, but may include responses to the credit crisis and Great Recession, global warming and international negotiations, globalization, the measurement of poverty and inequality, different approaches to poverty reduction, AIDS and malaria, mass imprisonment, childrens wellbeing, the IMF and the World Bank, intellectual property in an international context, racial disparities in life expectancy, public pension systems in developed countries, health care, and homelessness. The course will also examine biases in economic discourse, both among policy makers and scholars.
Prerequisites: ECON G6411 and G6412. Students will make presentations of original research.
Prerequisites: G6215 and G6216. Open-economy macroeconomics, computational methods for dynamic equilibrium analysis, and sources of business cycles.
Prerequisites: the instructors permission. Students will make presentations of original research.
Prerequisites: the instructors permission. Students will make presentations of original research.
Prerequisites: G6215, G6216, G6211, G6212, G6411, G6412. Students will make presentation of original research in Microeconomics.
Prerequisites: G6215, G6216, G6211, G6212, G6411, G6412. Students will make presentations of original research in Microeconomics.
Columbia faculty and guest speakers present research related to Labor and Public Economics.