Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package - Zoe Marie Welham,Kim-Anh Lê Cao
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This book provides an overview of statistical and dimension reduction methods for high-throughput biological data, with a specific focus on data integration. It starts with some biological background, key concepts underlying the multivariate methods, and then covers an array of methods implemented using the mixOmics package in R.
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Description
This book provides an overview of statistical and dimension reduction methods for high-throughput biological data, with a specific focus on data integration. It starts with some biological background, key concepts underlying the multivariate methods, and then covers an array of methods implemented using the mixOmics package in R.
More Information
| Author | Zoe Marie Welham, Kim-Anh Lê Cao |
|---|---|
| Publisher | Taylor & Francis Ltd (Sales) |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9780367460945 |