Master of Science in Applied Economics

Program Director

Dr. Jeremy Schwartz
Williamson Hall 3382
(330) 941-3076

Program Description

The goal of the Master of Science in Applied Economics is to train students to become adept at using economic concepts, theories, and models along with computational and analytical tools to solve complex problems. The program includes instruction in data analysis, database design, data mining, computer algorithms, economics, econometrics, computer programing, mathematics, and statistics.

Admission Requirements

In addition to the College of Graduate Studies admission requirements, applicants must have completed at least one course in each of the following areas:

  • principles of microeconomics,
  • principles of macroeconomics,
  • statistics, and
  • calculus.

Students who do not meet the requirements may be admitted on a provisional basis. Students with provisional admission are required to take undergraduate coursework to fulfill the admission requirements. With the permission of the Graduate Coordinator they may also be allowed to simultaneously take a limited number of masters-level courses.

International students from Jilin University of Economics and Finance and National Chiayi University may take up to 9 semester hours of graduate credit as an undergraduate if requirements are met in outlined agreement.

Degree Requirements

Students must complete 30 semester hours of graduate credit with a grade point average of 3.0 or higher for the M.S. in Applied Economics. 

Required Courses
DATX 5801Data Management3
DATX 5805Predictive Modeling Algorithms3
ECON 5850Introduction to Game Theory3
ECON 6912Microeconomic Theory3
ECON 6915Health Policy3
ECON 6922Macroeconomic Theory3
ECON 6939The Economics of Financial Markets and Institutions3
ECON 6976Econometrics3
ECON 6998Research Seminar3
Select one course3
Total Semester Hours30

Subject to availability, students may fulfill their degree with one course from ECON 5811, ECON 5812, ECON 5822, ECON 5861, or ECON 6970.  

Learning Outcomes

Graduates of the Master of Science in Applied Economics should be able to do the following:

1. Apply fundamental economic concepts, models, and theories to describe and predict economic phenomena

2. Examine and implement quantitative and computational tools to create, store, analyze, and predict data

3. Evaluate economic concepts, models, and theories using quantitative and computational tools

4. Assess how economic concepts, models, and theories are used in quantitative and computational methods

5. Propose, implement, and communicate solutions to complex economic problems as part of a team

ECON 5801    Economics of Industrial Organization    3 s.h.

A systematic analysis of the structure, conduct, and performance of American industry. A quantitative analysis plus a comprehensive review of theoretical models of the market, firm behavior, and performance.
Prereq.: ECON 2610.

ECON 5806    History of Economic Thought    3 s.h.

Designed to provide students with an understanding of the development of economic ideas to include: Mercantilism, Physiocrats, the English Classical School, Utilitarianism, early Social Thought, Karl Marx, the German Historical School, Institutionalists and the Keynesian School.
Prereq.: ECON 2630.

ECON 5809    Current Problems in Money, Banking, and Financial Markets    3 s.h.

The financial market system, including money and capital markets. Current problems associated with trends in theory and practice. Theories of the interest rate and monetarism.
Prereq.: ECON 3701 or consent of instructor.

ECON 5811    International Trade    3 s.h.

Theories of international trade and specialization; free trade vs. protectionism; tariff and non-tariff barriers to international trade; international balance of payments and its components; the role of multinational enterprises in contemporary trade pattern; regional economic integrations and world trade; U.S. commercial policies.
Prereq.: ECON 2610.

ECON 5812    International Finance    3 s.h.

Theories of foreign exchange and capital movements, international payments, analysis of spot and forward foreign exchange markets, foreign exchange market arbitrage, speculation, and risk hedging. The Bretton Woods agreement and the contemporary international monetary system. The rise of international organizations and multinational enterprises in the international economy.
Prereq.: ECON 2630.

ECON 5822    Urban and Regional Economics    3 s.h.

Economic analysis of the problems of urbanized areas and the causes of the growth or decline in economic activity in small-area economics. Topics include benefit-cost analysis, economic base analysis, input-output applications, and the theory of location and agglomeration.
Prereq.: ECON 2610.

ECON 5824    Applied Time Series Analysis of Economic and Business Data    3 s.h.

An in-depth analysis of time series models and their applications to problems in economics and business. Emphasis on forecasting. Extensive use of standard computer programs.
Prereq.: ECON 2610 and STAT 4817 or ECON 3790 or (ECON 3788 and ECON 3789) or (ECON 3788 and BUS 3700).

ECON 5831    Labor Markets and the Economics of Unions    3 s.h.

Economic theory and analysis of labor as an input in the resource market; principles, labor problems, public policy; theories of the development of the labor movement; economic objectives of trade unions; problems in public control.
Prereq.: ECON 2610.

ECON 5843    Economics of Poverty, Transfers and Discrimination    3 s.h.

Examines the measurement and causes of poverty, trends in the distribution of income, and antipoverty programs and their effectiveness. Discussions of theories of discrimination, difficulties in measuring the impact of discrimination, and policies designed to reduce discrimination.
Prereq.: ECON 2610.

ECON 5850    Introduction to Game Theory    3 s.h.

Topics include (not limited to) Nash equilibrium, pure/mixed strategy, static/dynamic games, repeated games and coordination, perfect/incomplete information, etc.
Prereq.: ECON 2610.

ECON 5853    Applied Econometrics    3 s.h.

The practice of econometrics with emphasis on model construction, estimation, and interpretation of results. Applications in the private and public sectors involve the use of computers and economic software.
Prereq.: ECON 2630 and ECON 3788.

ECON 5861    SAS Programming for Data Analysis    3 s.h.

An introduction to SAS programming for data analytics. Topics include using SAS for data processing, manipulation, visualization, reporting, and statistical analysis. The objective is for students to develop statistical computing skills for problem solving and decision making.
Prereq.: STAT 2601 or STAT 3717 or STAT 3743 or ECON 3790, or ECON 3788 and ECON 3789, or ECON 3788 and BUS 3700.
Cross-Listed: STAT 5811.

ECON 6900    Statistical Problems    3 s.h.

A survey of the fundamental statistical techniques used in business with special emphasis on interpreting the results generated by statistical software. Techniques covered: hypothesis tests of means and proportions, estimation, chi-square tests, analysis of variance, correlation, and regression. Not applicable toward the M.A. in economics.

ECON 6904    Quantitative Methods for Economics    3 s.h.

A course designed to provide graduate students in economics with an opportunity to acquire the necessary skills in using the quantitative methods that are required to complete graduate-level economic theory and econometrics courses successfully. The course introduces the basic concepts and procedures of differential and integral calculus that are used in economic analysis, as well as the fundamental probability and statistics which are needed in the study of econometrics.

ECON 6912    Microeconomic Theory    3 s.h.

Study of demand and supply, consumer theory, the theory of the firm, various market structures, and Pareto efficiency.

ECON 6915    Health Policy    3 s.h.

A theoretical and empirical analysis of the health care sector. Topics include the demand for health care and health insurance, the perverse incentives of health insurance, moral hazard, physician and hospital behavior, and the role of competitive markets in the delivery of health care. Special emphasis is placed on the analysis of public policy, including financing and regulating the health care industry.
Prereq.: admission into the MA in Economics or MA in Financial Economics programs or permission of instructor.

ECON 6921    Economic Analysis of Markets and Industries    3 s.h.

Participants will learn to analyze and understand the impact economic factors (e.g., information, consumer behavior, supply and demand) have on shaping markets and industries. Using this knowledge, participants will be capable of assessing the different types of economic strategies (e.g., product differentiation, pricing, advertising and signaling) an organization can employ to gain market power to realize economic profits.
Prereq.: Graduate standing.

ECON 6922    Macroeconomic Theory    3 s.h.

Examines models used to determine the value of various aggregate economic variables, such as the price level, national income, employment, interest rates, and wage rates.

ECON 6939    The Economics of Financial Markets and Institutions    3 s.h.

Study of the institutions, instruments, and markets that facilitate the distribution of financial resources throughout the economy. The course discusses the money, capital, and commodity markets. Also, the topics of accessing default risk and hedging against market risk are discussed.
Prereq.: admission into the MA in Economics or MA in Financial Economics programs or permission of instructor.

ECON 6940    Financial Economics    3 s.h.

Study of various topics, including risk and the selection of the optimal monetary control tool, politics and monetary control, the financial firm as an optimizing institution, and portfolio theory.
Prereq.: ECON 6939 or permission of the instructor.

ECON 6945    Public Finance    3 s.h.

Study of the role of the government in the economy. The topics covered will include expenditure analysis, theories of taxation, provision of public goods, fiscal federalism, and public choice theory.
Prereq.: ECON 6912.

ECON 6952    Transfer Programs and Poverty    3 s.h.

A study of poverty and the effectiveness of antipoverty programs. Topics include defining and measuring poverty, trends in the rate of poverty and the distribution of income, causes of poverty, models of discrimination, effectiveness of government training programs, transfer programs and their effect on labor supply, and the financial stability of the Social Security retirement program.
Prereq.: admission into the MA in Economics or MA in Financial Economics programs or permission of instructor.

ECON 6970    Economics Internship    3 s.h.

The practical application of economic knowledge and statistical skills in the workplace. Students assist participating professionals in various kinds of industrial, financial, and public service organizations. By permit only.
Prereq.: ECON 6912 and ECON 6922.

ECON 6976    Econometrics    3 s.h.

Study of the fundamentals of econometric techniques that are useful for estimating causal economic relationships. The objectives include (1) analysis of the effects of exogenous factors on the variable whose behavior we seek to explain, (2) testing of hypotheses about new and existing economic theories, and (3) forecasting estimated economic relationships beyond the sample period for the purpose of planning and control. The course will focus on the practice of econometrics with extensive applications to a variety of real-world problems in many areas of economics.
Prereq.: ECON 6904.

ECON 6980    Applied Time Series Analysis and Forecasting    3 s.h.

Covers essential tools for time series analysis and forecasting with emphasis on how to apply those tools to analyze and forecast economic and business data. Topics include ARMA models, Time Series Decomposition, Exponential Smoothing, GARCH, VAR models, and Cointegration.
Prereq.: ECON 2610 and ECON 3789 or ECON 3790 or ECON 6976 or STAT 5817.

ECON 6988    Modeling in Financial Economics    3 s.h.

A study of modeling and evaluation of derivatives and bonds and risk management using derivatives. Topics cover various models in asset evaluation, such as bond price models, the Black-Sholes model, diffusion processes, and risk management. Also listed as STAT 6988.
Prereq.: STAT 4843 or STAT 6943 or ECON 6976.

ECON 6990    Special Topics in Economics    1-3 s.h.

Special interest topics selected by the staff in the following areas: economic education, economic theory, and applied economics analysis. May be repeated for a maximum of six hours toward a graduate degree.

ECON 6992    Data Analytics - Advanced SAS Programming    3 s.h.

This coures is designed to provide students training of advanced SAS programming for data analysis. Main topics include SQL, Macro language, Econometrics-related procedures, working with large data set, etc.
Prereq.: ECON 6976 or equivalent and either ECON 5861 or STAT 5811.
Cross-Listed: STAT 6912.

ECON 6998    Research Seminar    3 s.h.

Applied quantitative research techniques will be discussed. Students are required to undertake an original quantitative research project in a field of economics and write a paper summarizing their results. Course may be taken concurrently with ECON 6976.Prereq.: ECON 6912 and ECON 6922.

ECON 6999    Master's Thesis    3 s.h.

A research project under the supervision of a member of the department on the graduate faculty. The project typically extends the student's research in ECON 6998.
Prereq.: a grade of "A" or "B" in ECON 6998 and a thesis proposal accepted by departmental committee.