1 code implementation • 30 Nov 2023 • Anton Rask Lundborg, Niklas Pfister
Existing statistical methods for compositional data analysis are inadequate for many modern applications for two reasons.
1 code implementation • 22 Sep 2023 • Lucas Kook, Sorawit Saengkyongam, Anton Rask Lundborg, Torsten Hothorn, Jonas Peters
Discovering causal relationships from observational data is a fundamental yet challenging task.
1 code implementation • 3 Nov 2022 • Anton Rask Lundborg, Ilmun Kim, Rajen D. Shah, Richard J. Samworth
In this work we study the problem of testing the model-free null of conditional mean independence, i. e. that the conditional mean of $Y$ given $X$ and $Z$ does not depend on $X$.
no code implementations • 18 Jan 2021 • Anton Rask Lundborg, Rajen D. Shah, Jonas Peters
We study the problem of testing the null hypothesis that X and Y are conditionally independent given Z, where each of X, Y and Z may be functional random variables.
Statistics Theory Statistics Theory