Data analysis for the life sciences with R /

Bibliographic Details
Main Author: Irizarry, Rafael A.
Format: Printed Book
Language:English
Published: Boca Raton : CRC Press, c2018.
Subjects:
Life sciences > Statistical methods.
Table of Contents:
  • Introduction.
  • Getting started.
  • Inference.
  • Exploratory data analysis.
  • Robust summaries.
  • Matrix algebra.
  • Linear models.
  • Inference for high dimensional data.
  • Statistical models.
  • Distance and dimension reduction.
  • Statistical models.
  • Distance and dimension reduction.
  • Basic machine learning.
  • Batch effects.

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