Weighted pivot coordinates for partial least squares‐based marker discovery in high‐throughput compositional data
Author:
Affiliation:
1. Faculty of Science Palacký University Olomouc Czech Republic
2. Biomathematics and Statistics Scotland, Edinburgh Scotland UK
Publisher
Wiley
Subject
Computer Science Applications,Information Systems,Analysis
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/sam.11514
Reference35 articles.
1. Normalization and Closure
2. What can go wrong at the data normalization step for identification of biomarkers?
3. The Statistical Analysis of Compositional Data
4. Modelling and Analysis of Compositional Data
5. Applied Compositional Data Analysis
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