Teaching

Data Analyses Training

Workshop Training, Duke Kunshan University, Global Health Research Center, 2024

This is a data analyses training series for HALSA member. All recordings has been uploaded to Youtube and Bilibili

Lecture 1 Data Analysis Training with CLHLS: Introduction to Second-hand Data Analyses

This episode explains the scope and the agenda of the data analyses training series, and provides a brief introduction to the general progess of second-hand data analyses with an example.
Slide | Sample Paper

Chinese Version:

English Version:

Lecture 2：Data Cleaning in CLHLS: practice in STATA and R

This lecture introduces the general progess of second-hand data analyses.
Slide

Lecture 3：Project management through programming and Best Coding Practice

This lecture shows the practice of organizing all files collected and created during second-hand data analyses.
Slide

Lecture 4：Exploratory Data Analysis–with STATA practice

This lecture provides a brief introduction to the exploratory data analysis and gives practices in STATA.
Slide

Lecture 5：Overview of Association analyses and causal inference in health study

This lecture overviews the model selection, sensitivity Analyses/robustness check, and stratification analyses/heterogeneity analysis. analyses .
Slide

Extra：The Application of Zotero in Scientific Research: A Case Study in the Field of Public Health

This episode provides a brief introduction on how to use Zotero for literature search, literature organization, literature reading, literature review, and citation management.
Youtube | Bilibili