Data analysis for the life sciences with R / Rafael A. Irizarry, Michael I. Love.

By: Irizarry, Rafael A [author.]Contributor(s): Love, Michael IMaterial type: TextTextPublisher: Boca Raton : CRC Press, Taylor & Francis Group, [2017]Copyright date: ©2017Description: xxi, 353 pages : illustrations (some color) ; 26 cmContent type: text Media type: unmediated Carrier type: volumeISBN: 9781498775670(pbk)Subject(s): Life sciences -- Statistical methods | Life sciences -- Statistical methodsDDC classification: 570.15195
Contents:
1. Getting started -- 2. Inference -- 3. Exploratory data analysis -- 4. Matrix algebra -- 5. Linear models -- 6. Inference for high dimensional data -- 7. Statistical models -- 8. Distance and dimension reduction -- 9. Basic machine Learning -- 10. Batch effects.
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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Books Books Namal Library
Mathematics 		570.15195 IRI-D 2017 10751 (Browse shelf (Opens below)) 1 Available 0010751
Total holds: 0

"A Chapman & Hall book."

Includes bibliographical references and index.

1. Getting started --
2. Inference --
3. Exploratory data analysis --
4. Matrix algebra --
5. Linear models --
6. Inference for high dimensional data --
7. Statistical models --
8. Distance and dimension reduction --
9. Basic machine Learning --
10. Batch effects.

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