ITM 690, Research Seminar in ISBA
ITM 610, Forecasting & Panel Data Analysis
ITM 604, Databases & Business Intelligence
ITM 651, Introduction to Business Analytics
BUAL5600, Principles of Predictive Modeling, Spring 2022
- Course material: Data Analysis for Business, Economics, and Policy, Gbor Bks & Gbor Kzdi, 2021, Cambridge
- Topics: Regression analysis, Time series forecasting, Causal analysis (Matching, Instrumental Variable, Regression Discontinuity, and Difference-in-Differences)
BUAL2650, Business Analytics Ⅱ, Fall 2021, Fall 2022, Spring 2023
- Course material: Business Statistics and Analytics in Practice, Ninth Edition, Bowerman et al., 2019, McGraw Hill.
- Topics: Sampling distribution, Hypothesis testing, Simple linear regression, Multiple regression, Time series forecasting, Predictive analytics