Data analysis with R : a comprehensive guide to manipulating, analyzing, and visualizing data in R [E-Book] / Tony Fischetti.
Frequently the tool of choice for academics, R has spread deep into the private sector and can be found in the production pipelines at some of the most advanced and successful enterprises. The power and domain-specificity of R allows the user to express complex analytics easily, quickly, and succinc...
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Full text |
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Personal Name(s): | Fischetti, Tony, author |
Edition: |
2nd edition |
Imprint: |
[Birmingham] :
Packt Publishing,
2018
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Physical Description: |
555 pages (online resource) |
Note: |
englisch |
ISBN: |
1788393724 9781788393720 1788397339 9781788397339 |
Subject (ZB): | |
Subject (LOC): | |
Classification: |
- Data analysis with R : a comprehensive guide to manipulating, analyzing, and visualizing data in R
- Packt Upsell
- Contributors
- Table of Contents
- Preface
- Chapter 1: RefresheR
- Chapter 2: The Shape of Data
- Chapter 3: Describing Relationships
- Chapter 4: Probability
- Chapter 5: Using Data to Reason about the World
- Chapter 6: Testing Hypotheses
- Chapter 7: Bayesian Methods
- Chapter 8: The Bootstrap
- Chapter 9: Predicting Continuous Variables
- Chapter 10: Predicting Categorical Variables
- Chapter 11: Predicting Changes with Time
- Chapter 12: Sources of Data
- Chapter 13: Dealing with Missing Data
- Chapter 14: Dealing with Messy Data
- Chapter 15: Dealing with Large Data
- Chapter 16: Working with Popular R Packages
- Chapter 17: Reproducibility and Best Practices
- Other Books You May Enjoy
- Index.