# Resources

#### Applications and softwares

- 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)* - 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 * - Demonstration of relationship between odds ratio, risk ratio and number needed to treat / harm (NNT / NNH)

#### Documents

*Slides for guest lecture on causal inference methods for Developmental Origins of Health and Disease, National Taiwan University* - Directed acyclic graphs in causal inference
- Propensity score analysis and causal inference

*Slides for workshop on medical statistics, **Taiwan Smart Emergency and Critical Medicine Datathon 2020*- Basic medical statistics: the basics
- Propensity score analysis
- Model regularization and causal inference with LASSO

- Practical statistical inference in clinical studies

*Slides for invited talk for Prosthodontics Division, Department of Dentistry, National Taiwan University Hospital* - Propensity score analysis and causal inference

*Slides for invited talk for Taiwan Association of Statistical Methodology* - Network meta-analysis: Theory and practice

*Slides for invited lecture at National Taiwan University* - How to read and conduct a meta-analysis: A primer

*Slides for invited lecture at Taiwan Academy of Periodontology* - 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* - Survival prediction models: concepts, development and evaluation

*Slides for invited talk at Hematology Division, Internal Medicine Department, National Taiwan University Hospital * - 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* - Basic linear algebra for applied biostatistics

*Tutorial slides during my time as teaching assistant for Applied Biostatistics in Fall, 2017*