Biostatistics

Project Structure

data/ - Directory containing datasets
r_jupyter_notebooks - Jupyter notebooks that integrate R code with analysis
- Matching.ipynb - propensity score matching, nearest neighbor
- survival_analysis.ipynb - Kaplan-Meier curve, log rank test, Cox Proportional-Hazards Model
scripts/ - Directory containing R scripts
- compare_means_btw_groups.R - one and two sample t-test, paired t-test, ANOVA
- compare_variance_btw_groups.R - F-test, Levene's test
- correlation_analysis.R - correlation and visualization
- power_sample_size_estimation.R - calculate power and sample size
- probability_distribition.R - calculate probability based on Normal and Binomial distribution
- RR_OR_chisq.R - relative risk, odds ratio, chi square test and Fisher Test
- survival_analysis.R - Kaplan-Meier curve, log rank test, Cox Proportional-Hazards Model
README.md - Project documentation

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.ipynb_checkpoints		.ipynb_checkpoints
data		data
rcode_notebook		rcode_notebook
scripts		scripts
.gitignore		.gitignore
README.md		README.md