Statistics
Statistical modelling and machine learning, from confidence intervals to graph neural networks.
- Confidence intervalsWhat are Confidence Intervals (CI) Interpretation of CI CI are notoriously being misinterpreted.1 min
- Generalized linear modelsDepending on the outcome variable, we can use different types of models.7 min
- Model diagnosticsResiduals vs Fitted Shows whether residuals have non-linear patterns.1 min
- Longitudinal dataLatent Class Growth Analysis Groups individuals into distinct trajectory classes over time.1 min
- Graph neural networksReal world data is often naturally or ideally structured as graphs.24 min
- Deep learning cheatsheetDeep Learning models are differential functions!32 min