Statistics

Probability, inference, and models for biological variation.

Statistics notes are organized into six topic maps. The sidebar stays compact by linking to these maps rather than listing every individual note.

Probability & Randomness

Probability & Randomness covers probability foundations, random variables, distributions, dependence, and moments.

Asymptotic Thinking

Asymptotic Thinking connects convergence, laws of large numbers, central limit theory, and large-sample approximations.

Statistical Inference

Statistical Inference organizes estimation, uncertainty, hypothesis testing, resampling, power, and multiplicity.

Regression & Statistical Models

Regression & Statistical Models develops linear and generalized models, diagnostics, interpretation, and model comparison.

Advanced Modeling

Advanced Modeling collects regularization, hierarchical models, mixtures, survival analysis, and multivariate methods.

Real Bioinformatics Problems

Real Bioinformatics Problems applies statistical reasoning to experimental design and high-throughput biological data.