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
263 29 16MB
English Pages 2021 Year 2021
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
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
- Author / Uploaded
- Rafael A Irizarry and Michael I Love
- Similar Topics
- Computers
- Algorithms and Data Structures: Pattern Recognition
![Computerized Data Acquisition and Analysis for the Life Sciences: A Hands-On Guide [1 ed.]
9780521562812, 0521562813](https://ebin.pub/img/200x200/computerized-data-acquisition-and-analysis-for-the-life-sciences-a-hands-on-guide-1nbsped-9780521562812-0521562813.jpg)
![Introduction to Statistical Data Analysis for the Life Sciences [2 ed.]
9781482238938, 1482238934, 9781482238945, 1482238942, 9781482238952, 1482238950, 9781482238969, 1482238969](https://ebin.pub/img/200x200/introduction-to-statistical-data-analysis-for-the-life-sciences-2nbsped-9781482238938-1482238934-9781482238945-1482238942-9781482238952-1482238950-9781482238969-1482238969.jpg)
![Data Analysis and Presentation Skills. An Introduction for the Life and Medical Sciences [1 ed.]
0470852747, 9780470852743, 9780470011317](https://ebin.pub/img/200x200/data-analysis-and-presentation-skills-an-introduction-for-the-life-and-medical-sciences-1nbsped-0470852747-9780470852743-9780470011317.jpg)
![Geomatic Method for the Analysis of Data in the Earth Sciences [1 ed.]
9783540674764, 3540674764](https://ebin.pub/img/200x200/geomatic-method-for-the-analysis-of-data-in-the-earth-sciences-1nbsped-9783540674764-3540674764.jpg)
![Geomatic Method for the Analysis of Data in the Earth Sciences [1 ed.]
3540674764, 9783540674764](https://ebin.pub/img/200x200/geomatic-method-for-the-analysis-of-data-in-the-earth-sciences-1nbsped-3540674764-9783540674764.jpg)
![Categorical Data Analysis for the Behavioral and Social Sciences [2 ed.]
0367352745, 9780367352745, 9780367352769, 9780429330308](https://ebin.pub/img/200x200/categorical-data-analysis-for-the-behavioral-and-social-sciences-2nbsped-0367352745-9780367352745-9780367352769-9780429330308.jpg)
![Data Mining Techniques for the Life Sciences [2 ed.]
1493935704, 9781493935703](https://ebin.pub/img/200x200/data-mining-techniques-for-the-life-sciences-2nbsped-1493935704-9781493935703.jpg)