Nondetects and data analysis : statistics for censored environmental data
著者
書誌事項
Nondetects and data analysis : statistics for censored environmental data
(Statistics in practice)
Wiley Interscience, c2005
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This title offers everything you need to master innovative statistical methods for interpreting and analyzing censored environmental data. Adapting survival analysis methods that have been successfully used in medical and industrial research, the author demonstrates their practical applications for studies of trace chemicals in air, water, soils, and biota. You'll quickly become proficient in these methods through the use of real-world examples that are solved using MINITAB[registered] Release 14 and other commonly used software packages.
目次
Preface. Acknowledgments. Introduction: An Accident Waiting To Happen. 1. In Focus. 2. The Three Approaches. 3. Reporting Limits. 4. Storing Data in Databases. 5. Plotting Data With Nondetects. 6. Computing Summary Statistics. 7. Computing Interval Estimates. 8. What Can Be Done When All Data Are Below the Reporting Limits? 9. Comparing Two Groups. 10. Comparing Three or More Groups. 11. Correlation. 12. Regression and Trends. Appendix: Datasets. References. Index.
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