迴歸分析

Regression analysis is one of the fundamental tools in current statistics. In this course, we will study the theoretical foundation of the regression analysis, and how it is applied to real application. For each week, the class will constitute of two parts: the first two hours will focus on the theoretical derivation, and the last hour will focus on empirical applications and presentation.

Undergraduate probability and statistics is needed. Computer programming such as R or C is also involved in the course.

(Will adjust based on how the class goes) Homework 25% Oral Presentation 25% Midterm 25% Final 25%

Montgomery, D.C., Peck, E.A., Vining, G.G. (2012). Introduction to Linear Regression Analysis (5th Edition). Wiley.

時間

By appointment

聯絡方式

chulankao@gmail.com