hierarchical-modeling

A Python native dynamical system simulation framework in the block diagram paradigm.

Source code for the experiments in my blog on Bayesian hierarchical modeling

Personal study guide for Gelman's "Bayesian Data Analysis" (BDA3). Includes deep dives into multi-parameter models, model evaluation (cross-validation/WAIC), advanced computation (HMC, Variational Inference), and hierarchical regression models.

Code for an MES-enabled hierarchical batch diagnosis framework for real-world TCM manufacturing

Bayesian hierarchical count modeling case study on prior sensitivity, shrinkage targets, and predictive checks using synthetic grouped-count data.

A 3D Kinematic Robot Simulation in C++ using OpenGL/GLUT, featuring hierarchical modeling, keyframe animation, and interactive environment control.

A 3D WebGL project rendering the full Cyndaquil evolution line (Cyndaquil, Quilava, Typhlosion, Hisuian Typhlosion) for the Computer Graphics Midterm.

Green, D.S., Farr, M.T., Holekamp, K.E., Strauss, E.D., & Zipkin, E.F. 2019. Can hyena behavior predict abundances of sympatric carnivores? Philosophical Transactions of the Royal Society 374(1781): 20180052.

Reproducible Bayesian hierarchical evidence synthesis of mortality outcomes across beta-blocker trials, with heterogeneity assessment, prior sensitivity, posterior diagnostics, and partial pooling.

Longitudinal three-level outcomes analysis with mixed-effects models, variance decomposition, diagnostics, and parallel R/Stata implementations.

Green, D.S., Farr, M.T., Holekamp, K.E., Strauss, E.D., & Zipkin, E.F. 2019. Can hyena behavior predict abundances of sympatric carnivores? Philosophical Transactions of the Royal Society 374(1781): 20180052.

A 3D particle-life + N-body sandbox in Three.js. Pilot a creature, warp space, and watch gravity flow. Interactive Graphics course project, Sapienza University of Rome.

MCMC Bayesian logistic regression with prior sensitivity analysis for thyroid cancer recurrence prediction

High-fidelity WebGL robotic arm simulation with automated pick-and-place logic and hierarchical 3D transformations.