2 papers
stat.ME2024
Data Nuggets: A Method for Reducing Big Data While Preserving Data Structure
Traymon E. Beavers, Ge Cheng, Yajie Duan +4
Big data, with NxP dimension where N is extremely large, has created new challenges for data analysis, particularly in the realm of creating meaningful clusters of data. Clustering…
stat.ME2022
Statistical Depth based Normalization and Outlier Detection of Gene Expression Data
Alicia Nieto-Reyes, Javier Cabrera
Normalization and outlier detection belong to the preprocessing of gene expression data. We propose a natural normalization procedure based on statistical data depth which normaliz…