Maths & Stats

• 3
• 6 Students
• All Levels

Courselet

Introduction to U-Statistics with examples and their properties

• 3
• 15 Students
• All Levels

Courselet

In this courselet, we use the Tukey's gh transformation to model non-normality by modifying random variables.

• 1
• 7 Students
• All Levels

Courselet

This is the courselet for the paper: Spilak, B., Härdle, W.K. (2021). Tail-Risk Protection: Machine Learning Meets Modern Eco..

• 2
• 2 Students
• All Levels

Courselet

Shapley Values - A Nonparametric Perspective

• 2
• 5 Students
• All Levels

Courselet

Brief introduction on the mathematics behind the popular machine learning tool called Support Vector Machine: the Reproducing..

• 2
• 0 Students
• All Levels

Courselet

Penalized least squares methods are a class of techniques in statistics and machine learning that modify the traditional leas..

• 2
• 0 Students
• All Levels

Courselet

Video to the Paper Nonparametric Variance Estimation with MAR missing values in the predictor

• 2
• 19 Students
• All Levels

Courselet

Short course on Network Centrality Measures, theory and applications.

• 2
• 5 Students
• All Levels

Courselet

This Courselet explains AIC and BIC links it to FPE and applies to bandwidth selection

• 2
• 131 Students
• All Levels

Courselet

Introduction of Minimum Spanning Tree and its applications.