Data Analysis for the Life Sciences
The unprecedented advance in digital technology during the second half of the 20th century has produced a measurement re
1,635 528 16MB
English Pages 2021 Year 2021
- Author / Uploaded
- Rafael A Irizarry and Michael I Love
Table of contents :
Table of Contents
Acknowledgements
Introduction
Getting Started
Inference
Exploratory Data Analysis
Matrix Algebra
Linear Models
Inference For High Dimensional Data
Statistical Models
Distance and Dimension Reduction
Basic Machine Learning
Batch Effects
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