週次 |
日期 |
單元主題 |
第1週 |
9/09 |
Research writing in Sociology |
第2週 |
9/15 |
Review of Stata command |
第3週 |
9/22 |
Introduciton to DAG
with notes on variable and model selection |
第4週 |
9/29 |
Introduction to estimation, testing, and fit
Methods for interpretation |
第5週 |
10/06 |
Regression model - continuous predictors |
第6週 |
10/13 |
Regression model - categorical predictors |
第7週 |
10/20 |
Continous predictors: piecewise models |
第8週 |
10/27 |
Midterm exam (oral presentation of research project) |
第9週 |
11/03 |
Interaction effects |
第10週 |
11/10 |
Introduction to categorical data analysis |
第11週 |
11/17 |
Linear probability model and logistic regression |
第12週 |
11/24 |
Ordinal logit, multinomial logit, count model |
第13週 |
12/01 |
Introduction to trend analysis and longitudinal analysis |
第14週 |
12/08 |
Introduction to causal inferences |
第15週 |
12/15 |
Oral presentation - final project |
第16週 |
12/22 |
Final exam (in class Stata lab) |