Resources

Applications and softwares

1. R-code for evidence-splitting approach in inconsistency evaluation for network meta-analysis
   Codes for
   (1) Network meta-analysis under the structural equation modeling framework (Shih & Tu, 2019)
   (2) Evidence-splitting approach to direct-indirect evidence inconsistency (Shih & Tu, 2021)
2. Web-based tool for survival prediction in patients with metastatic lung cancer referred for radiotherapy for bone metastases
   Demonstration of the prediction model developed for the 2018 paper published on JAMA Network Open
3. Demonstration of relationship between odds ratio, risk ratio and number needed to treat / harm (NNT / NNH)

Documents

1. Slides for guest lecture on causal inference methods for Developmental Origins of Health and Disease, National Taiwan University
   1. Directed acyclic graphs in causal inference
   2. Propensity score analysis and causal inference
2. Slides for workshop on medical statistics, Taiwan Smart Emergency and Critical Medicine Datathon 2020
   1. Basic medical statistics: the basics
   2. Propensity score analysis
   3. Model regularization and causal inference with LASSO
3. Practical statistical inference in clinical studies
   Slides for invited talk for Prosthodontics Division, Department of Dentistry, National Taiwan University Hospital
4. Propensity score analysis and causal inference
   Slides for invited talk for Taiwan Association of Statistical Methodology
5. Network meta-analysis: Theory and practice
   Slides for invited lecture at National Taiwan University
6. How to read and conduct a meta-analysis: A primer
   Slides for invited lecture at Taiwan Academy of Periodontology
7. How to read a randomized clinical trial: the statistical aspect
   Slides for invited lecture on epidemiology at General Surgery Division, Surgery Department, National Taiwan University Hospital
8. Survival prediction models: concepts, development and evaluation
   Slides for invited talk at Hematology Division, Internal Medicine Department, National Taiwan University Hospital
9. A primer on reading meta-analysis and network meta-analysis
   Slides for invited lecture on epidemiology at General Surgery Division, Surgery Department, National Taiwan University Hospital
10. Basic linear algebra for applied biostatistics
    Tutorial slides during my time as teaching assistant for Applied Biostatistics in Fall, 2017