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Statistics and Data Visualization Using R: The Art and Practice of Data Analysis

By: Material type: TextTextPublication details: California Sage Publication Inc. 2022Description: 588pISBN:
  • 9781544333861
Subject(s): DDC classification:
  • 001.4226 BRO
List(s) this item appears in: R Books
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Holdings
Item type Current library Item location Collection Call number Status Date due Barcode Item holds
Reference Book Reference Book NIMA Knowledge Centre 7th Floor Silence Zone Reference 001.4226 BRO (Browse shelf(Opens below)) Not For Loan M0043814
Total holds: 0

1. Getting Started
2. An Introduction to Data Analysis
3. Describing Data
4. Central Tendency and Dispersion
5. Univariate and Bivariate Descriptions of Data
6. Transforming Data
7. Some Principles of Displaying Data
8. The Essentials of Probability Theory
9. Confidence Intervals and Testing Hypotheses
10. Making Comparisons
11. Controlled Comparisons
12. Linear Regression
13. Multiple Regression
14. Dummies and Interactions
15. Diagnostics I: Is Ordinary Least Squares Appropriate?
16. Diagnostics II: Residuals, Leverages and Measures of Influence
17. Logistic Regression

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