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1. wag-all-around-prediction-rotterdam-2026 wag-all-around-prediction-rotterdam-2026 Public

   Prediction of the women's individual all-around result at the 2026 Artistic Gymnastics World Championships.

   Jupyter Notebook

2. bayesian-logistic-dose-response-modeling bayesian-logistic-dose-response-modeling Public

   Bayesian logistic regression for dose-response modeling with LC50 estimation using MCMC (HMC/NUTS).

   R

3. gamm-psplines-longitudinal-modeling gamm-psplines-longitudinal-modeling Public

   Statistical modeling of longitudinal data using generalized additive mixed models (GAMM) with P-spline smoothing and correlation structures.

   R

4. mixed-effects-taper-models-pinus-taeda mixed-effects-taper-models-pinus-taeda Public

   Mixed-effects modeling of Pinus taeda taper data accounting for hierarchical structure and heteroscedasticity.

   R

5. sampling-bias-data-science sampling-bias-data-science Public

   Visual explanation of sampling bias in data science using simulated data and animated storytelling with Python.

   Jupyter Notebook

6. nlp-sentiment-analysis-transformers nlp-sentiment-analysis-transformers Public

   Sentiment classification using transformer-based models with probabilistic visualization of predictions in natural language processing.

   Jupyter Notebook