PinnedMarco LaubeBias-Variance Tradeoff: Error Decomposition and SimulationWe illustrate the maths and the details behind the bias-variance tradeoff. The key insight: The training dataset is considered to be…Sep 25, 2021Sep 25, 2021
Marco LaubeMachine Learning vs. Statistical ModellingThe debate about what differentiates machine learning from statistical modelling (if anything?!) is a big and heated one. There are many…Sep 28, 2021Sep 28, 2021
Marco LaubeThe paired t-test and linear mixed modelsThere are many methods for the analysis of data with multiple levels. However, there is still significant confusion about how these methods…Sep 8, 2021Sep 8, 2021