Student: Martin Djamongue Institution: Brandeis University Course: RBIF 111 - Mathematical Modeling for Bioinformatics
This repository contains my coursework for RBIF 111, covering statistical modeling and bioinformatics analysis in R across 8 weeks.
Week1/- R fundamentals, data acquisition, reproducible reportingWeek2/- Probability distributions, hypothesis testing, power analysisWeek3/- Linear models, non-parametric tests, GAMsWeek4/- Confidence intervals, survey analysisWeek5/- ANOVA, survival analysis, clinical trial interpretationWeek6/- Multiple testing, resampling, adverse event detectionWeek7/- Regression, cross-validation, penalized regressionWeek8/- Advanced modeling, causal inference, meta-analysis
R, RStudio, Bioconductor, ggplot2, mgcv, glmnet, survival, mice, pROC