Bayesically Speaking
  • Blog
  • Services
  • About
  • CV

Home

Bayesically Speaking
Priors & Coffee

What is this?

If you are curious about how to use data and probability to understand and visualize real world problems, you have come to the right place.

About  Related work


Latest posts

See all posts

HMC by Hand: Gradients, Heartbeats, PDEs and Other Tales
56 min

We already saw in previous posts how to set up your own Hamiltonian Monte Carlo (HMC) sampler to explore the parameter space. However, there was something we didn’t cover in…

Apr 19, 2025

So, You Think You Can Model a Heartbeat?
32 min

Your heart isn’t a metronome, it’s a chaotic jazz drummer. Dive with me into the math madness behind why your heartbeat skyrockets during burpees and how a non-linear model…

Mar 24, 2025

Going NUTS: A Step-by-Step Guide to Adaptive Hamiltonian Sampling in R
41 min

You may have wonder what’s the engine behind many Bayesian analysis in modern research? Well, in this post we’ll not only cover the fundamentals, but we’ll also build from…

Jan 21, 2025

Decoding the Neuron’s Spark: Building Intuition for Action Potential Dynamics
35 min

Action potentials are the language of neurons. In this post we build a simplified model to explain how these electrical signals are generated. We’ll explore the role of ion…

Jan 6, 2025
No matching items


Need asistance with your analyses?

Whether you need assistance performing complex statistical analysis for your project or simply need help wrapping your head around some statistics concepts, our team is ready to assist you.

Check our services  Contact us