matlab

Data Science, Statistics

Monte Carlo Simulation for Correlation Testing: Python and MATLAB Implementations

Discover how to test the significance of correlations between datasets using Monte Carlo simulations, with step-by-step implementations in both Python and MATLAB. Learn how to leverage randomization to assess the robustness of your statistical findings.

Utpal Kumar
August 31, 2024

Data Science, Statistics

Comparative Hypothesis Testing: Implementing Randomization with Python and MATLAB

Explore hypothesis testing through randomization and bootstrapping with updated implementations in both Python and MATLAB. Understand the process and visualize results to test the null hypothesis effectively.

Utpal Kumar
August 31, 2024

Data Science, Geophysics

Genetic Algorithm: a highly robust inversion scheme for geophysical applications

An introduction to the basics of genetic algorithm along with a simple numerical example and solution of an earthquake location problem

Utpal Kumar
March 6, 2021