Posts

2025

PyMC 201: Advanced Topics — Custom Operations and Distributions
November 16, 2025
PyMC 104: Change-point modeling — Coal mining disasters
November 15, 2025
PyMC 103: Linear Regression With Synthetic Plants
November 14, 2025
PyMC 102: Regularized Regression with the Horseshoe Prior
November 13, 2025
PyMC 101: Overview and Workflow
November 12, 2025
PKPD_META 106: Two-Patient PKPD Workflow with Stand ODE and RStan
November 11, 2025
PKPD Meta 105: Single-Patient Bayesian Workflow
November 10, 2025
PKPD Meta 104: Mapping the Gelman ODE into Stan
November 9, 2025
PKPD Meta 103: Recasting the Drug–Disease Turnover Model
November 8, 2025
PKPD Meta 102: Semimechanistic Turnover Logic
November 7, 2025
PKPD Meta 101: Modeling the Modern Drug Discovery Process
November 6, 2025
PKPD 104: Turnover Models for Indirect Response
November 5, 2025
PKPD 103: Effect Compartment Models
November 4, 2025
PKPD 102: Direct Response PD Models
November 3, 2025
PKPD 101: Deriving the One-Compartment Oral Model
November 2, 2025
JAX 203: Probabilistic Programming with Bamojax
November 1, 2025
JAX 202: Bayesian Sampling with BlackJax
October 31, 2025
JAX 201: Multi-GPU Training with pmap
October 30, 2025
JAX 103: Vectorization with vmap
October 30, 2025
MCMC 102: Hamiltonian Monte Carlo Chains
October 29, 2025
MCMC 101: Leapfrog Integrator
October 28, 2025
JAX 102: Control Flow with lax
October 27, 2025
JAX 101
October 26, 2025
Function Tools 101
October 25, 2025
Stan 103: Effective Sample Size
October 24, 2025
Stan 102: Trusting R-hat
October 23, 2025
Stan 101 with Logistic Regression
October 22, 2025
Understanding Collider Structures in DAGs
October 16, 2025
Demystifying the Stable Unit Treatment Value Assumption
October 15, 2025
Demystifying the Positivity Assumption
October 14, 2025
Demystifying the Exchangeability Assumption
October 13, 2025
Causal Inference 101
October 12, 2025
MCP 101
October 4, 2025
Welcome to DRC Lab
October 3, 2025