Blog posts

The Geometry of Information

6 minute read

Added: January 19, 2025

A geometric interpretation of information

Dynamics: Perspectives from Linear Algebra

4 minute read

Added: July 24, 2024

Understanding dynamical systems through linear algebra

Markov Chain Monte Carlo

4 minute read

Added: May 17, 2024

Markov Chain Monte Carlo methods are widely used in Bayesian Econometrics. This article aims to clarify their theoretical basis and develop some intuition.

Linear Algebra: Four perspectives

6 minute read

Added: March 17, 2024

A quick intro to linear algebra concepts

Singular Value Decomposition

3 minute read

Added: January 04, 2024

Singular Value Decomposition and its link with the Pythagoras theorem

Information theory and statistical learning: Some intuition

5 minute read

Added: November 02, 2023

Some basics of information theory and entropy. A small discussion on informativeness of signals

Filtering: The Basics

4 minute read

Added: October 19, 2023

An introduction to filtering and sensor fusion

Monte Carlo Integration

7 minute read

Added: September 07, 2023

Markov Chains: A Gentle Introduction

5 minute read

Added: February 25, 2023

Markov Chains are the very foundation of stochastic processes. And they can open up a whole new way of thinking about problems in stochastic processes once we understand them.