Statistics for censored environmental data using Minitab and R
This Second Edition solves a current dilemma that occurs across a wide spectrum of environmental science: how to correctly analyze and interpret censored data (data below detection limits). It adapts survival analysis methods and demonstrates their practical applications when studyingtrace chemicals...
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| Format: | Book |
| Language: | English |
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Hoboken, New Jersey :
Wiley ,
c2012
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| Edition: | 2nd ed |
| Series: | Wiley series in statistics in practice
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| Subjects: |
Table of Contents:
- 1. Things people do with censored data that are just wrong
- 2. Three approaches for censored data
- 3. Reporting limits
- 4. Reporting, storing, and using censored data
- 5. Plotting censored data
- 6. Computing summary statistics and totals
- 7. Computing interval estimates
- 8. What can be done when all data are below the reporting limit?
- 9. Comparing two groups
- 10. Comparing three or more groups
- 11. Correlation
- 12. Regression and trends
- 13. Multivariate methods for censored data
- 14. The NADA for R software