Hands-On Exploratory Data Analysis with R: Become an Expert in Exploratory Data Analysis Using R
Material type:
- 9781789804379
- 006.312 DAT
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NIMA Knowledge Centre | 9th Floor Reading Zone | General | 006.312 DAT (Browse shelf(Opens below)) | Available | M0036310 |
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Section I: Setting Up Our Data Analysis Environment
1. Setting Up Our Data Analysis Environment
2. Importing Diverse Datasets
3. Examining, Cleaning, and Filtering
4. Visualizing Data Graphically with ggplot2
5. Creating Aesthetically Pleasing Reports with knitr and R Markdown
Section II: Univariate, Time Series, and Multivariate Data
6. Univariate and Control Datasets
7. Time Series Datasets
8. Multivariate Datasets
Section III: Multifactor, Optimization, and Regression Data Problems
9. Multi-Factor Datasets
10. Handling Optimization and Regression Data Problems
Section IV: Conclusions
11. Next Steps
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