Blog

Blog

Modeling Lymphocyte Dynamics: Agent-Based Simulations and Non-Linear Equations

non-linear

agent-based-simulation

simulation

cell-dynamics

In this post, we’ll take you step by step through building and playing with a model of lymphocyte dynamics. So, grab your keyboard, and let’s whip up a recipe for understanding how T cells become the immune system’s MVPs.

Non-linear models: A Case for Synaptic Plasticity

non-linear

In this second edition we’ll be discussing the role of long term potentiation and depression, a form of neuroplasticity, and their dynamics using non-linear models. Here, we’ll dig deep into the statistical intricacies of the overlapping dynamics of synaptic neuroplasticity.

Non-linear models: Pharmacokinetics and Indomethacin

non-linear

Here we dive in the process of making a non-linear model to predict the decay of plasma levels of an anti-inflammatory drug, and compare frequentist and bayesian methods.

The Good, The Bad, and Hamiltonian Monte Carlo

mcmc

Following the footsteps of the previous post, here we delve ourselves into the mud of hamiltonian mechanics and how its dynamics can help us to explore parameter space more efficiently.

Markov Chain Monte What?

intro

mcmc

In this post we will delve into the main idea behind Markov Chain Monte Carlo (MCMC for short) and why it is useful within the bayesian inference framework.

Welcome to Bayesically Speaking

news

Hi everyone! This is the first post of Bayesically Speaking, so get your seatbelt on and get ready to join me on this ride!