Posts Tagged ‘stats’

How to use likelihood ratios to interpret evidence from randomized trials – ScienceDirect

November 30, 2025

https://www.sciencedirect.com/science/article/pii/S0895435621001323

Understanding Maximum Likelihood Estimation

October 19, 2025

Understanding Maximum Likelihood Estimation | by Aniruddha Karajgi |
Medium https://polaris000.medium.com/understanding-maximum-likelihood-estimation-e63dff65e5b1

Scientific ML Chapter 1: Demystifying Neural Ordinary Differential Equations: A Gentle Tutorial | by Subhasish Chatterjee | Medium

October 15, 2025

https://medium.com/@chatterjee.subhasish/demystifying-neural-ordinary-differential-equations-a-gentle-tutorial-175ec3b685e2

Likelihood function – Wikipedia

October 7, 2025

https://en.wikipedia.org/wiki/Likelihood_function

QT:{{"In other words, when {\textstyle f(x\mid \theta )} is viewed as a function of {\textstyle x} with {\textstyle \theta } fixed, it is a probability density function, and when viewed as a function of {\textstyle \theta } with {\textstyle x} fixed, it is a likelihood function.
"}}

Understanding MLE & OLS: Beginner’s Concepts | by Vinit Vaibhav | Medium

October 5, 2025

https://medium.com/@vinitvaibhav9/mle-ols-notes-from-a-beginner-a9ca2f6ae5bd

A Gentle Introduction to Linear Regression With Maximum Likelihood Estimation – MachineLearningMastery.com

October 5, 2025

https://machinelearningmastery.com/linear-regression-with-maximum-likelihood-estimation/

Intuitively Understand Maximum Likelihood | by Ahmar Shah, PhD (Oxford) | TDS Archive | Medium

October 5, 2025

https://medium.com/data-science/intuitively-understand-maximum-likelihood-121893bea5d0

Brier score – Wikipedia

July 12, 2025

cost function betw. predicted prob and actual outcome

https://en.wikipedia.org/wiki/Brier_score

What is the relation between Logistic Regression and Neural Networks and when to use which?

June 29, 2025

What is the relation between Logistic Regression and Neural Networks and when to use which?

https://sebastianraschka.com/faq/docs/logisticregr-neuralnet.html

ICA and the Real-Life Cocktail Party Problem | Towards Data Science

June 29, 2025

Ball, K. (2025, January 20). ICA and the Real-Life Cocktail Party Problem. Towards Data Science.
https://towardsdatascience.com/ica-and-the-real-life-cocktail-party-problem-6375ba35894b/