My homework solutions (in R Markdown) for the Ph.D. level statistics course (STAT 645) I have taken at TAMU.
Topics covered:
- Survey of crucial topics in biostatistics, application of linear regression in biostatistics
- Analysis of correlated data, logistic regression for binary or count data,
- Survival analysis for censored outcomes
- Design and analysis of clinical trials
- Sample size calculation by simulation, bootstrap techniques for assessing statistical significance
- Data analysis using R
Some of the solutions are imperfect and might need improvement, if you notice so, please let me know.