Changwon Yoon

Kernel Methods for Radial Transformed Compositional Data with Many Zeros

Compositional data analysis with a high proportion of zeros has gained increasing popularity, especially in chemometrics and human gut microbiomes research. Statistical analyses of this type of data are typically carried out via a log-ratio transformation after replacing zeros with small positive va…