Nonparametric Variable Selection, Clustering and Prediction for Large Biological Datasets
Nonparametric Variable Selection, Clustering and Prediction for Large Biological Datasets
Subharup Guha,Sayantan Banerjee,Chiyu Gu,V. Baladandayuthapani
2015 · DOI: 10.1007/978-3-319-19518-6_9
1 Citations
TLDR
This work proposes an efficient, nonparametric framework for simultaneous variable selection, clustering and prediction in high-throughput regression settings with continuous outcomes and demonstrates the reliability of the proposed method’s clustering mechanism.