Applied Economics & Predictive Analytics

ECON 411. Economic Forecasting. 3 Credits.

An introduction to Economics Forecasting and Time Series Analysis. The course will cover specifications and estimation of ARMA models, seasonality, non-stationarity, unit roots and forecast evaluations. Empirical applications are used throughout the course. Prerequisite or Corequisite: ECON 410 or ECON 506. S.

ECON 506. Econometrics. 3 Credits.

Econometric analysis of economic and financial data. Topics include simple linear regression, multiple linear regression, and nonlinear regression functions. Techniques for dealing with violations of the regression models assumptions, including multicollinearity, heteroskedasticity, measurement error, endogeneity, and autocorrelation. Additional topics include binary variables, instrumental variable regression, big data, and time-series models. Estimation and testing of economic models will be an important part of the course. Prerequisite: Admission to the MBA or MSAE program, or department consent required. F,S,SS.

ECON 438. International Money and Finance. 3 Credits.

This course aims to help students understand international finance. The course introduces to the students the foreign exchange market, theory of exchange rate in the short run and in the long run, determinants of capital flows, current account balances, two regimes of exchange rates, exchange rate crises, and Euro. Prerequisite: ECON 309. F.

ECON 565. Demographic Methods for Economics. 3 Credits.

We examine the three key demographic processes: mortality, fertility, and migration . The course emphasis will be on model development for each of the processes. Applications include economic policy issues such as pensions, medical insurance , and other current issues. Prerequisite: ECON 210. SS.

ECON 545. Quantitative Methods for Impact Evaluation & Causal Inference. 3 Credits.

This course aims to familiarize the student with the current literature on the economics and econometrics of policy and program evaluation . Prerequisite: ECON 506. S.

ECON 504. Microeconomic Theory & Applications. 3 Credits.

Economic theory and methodology; theory of consumer behavior and demand; theory of production and distribution; equilibrium in commodity and factor markets; general equilibrium and welfare; behavior of economic agents in imperfect competition. Particular attention is given to efficiency and equity ramifications of perfectly competitive economic systems. Prerequisite: ECON 308. Prerequisite or Corequisite: ECON 416. F.