BIOF2014 Statistical Modelling in Bioinformatics
Course index — slides and annotated notes
Lecture materials for BIOF2014. Use Blank for student-facing slides and ✍️ Annotated for in-class sketch versions.
| Topic | Slides | Annotated slides |
|---|---|---|
| Housekeeping | Blank | — |
| Uniform Distribution | Blank | ✍️ Annotated |
| Discrete Distribution Family (Binomial) | Blank | ✍️ Annotated |
| Multivariate statistics | Blank | ✍️ Annotated |
| Discrete Distribution Family (Multivariate discrete) | Blank | ✍️ Annotated |
| Measuring in Intervals (Poisson and related) | Blank | ✍️ Annotated |
| Continuous distribution family | Blank | ✍️ Annotated |
| Parametric Estimation (MLE and hypothesis testing) | Blank | ✍️ Annotated |
| Parametric Estimation (EM algorithm) | Blank | ✍️ Annotated |
| Question sets — Uniform / empirical distribution | Blank | — |
| Question sets — Discrete Distribution Family | Blank | ✍️ Annotated |
| Question sets — Multivariate statistics | Blank | — |
| Question sets — Multivariate discrete distributions | Blank | ✍️ Annotated |
| Question sets — Poisson | Blank | — |
| Question sets — Continuous | Blank | — |
| Question sets — Model fitting | Blank | — |