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Statistics for censored environmental data using Minitab and R / [electronic resource]
by Helsel, Dennis R; Helsel, Dennis R.
Material type:
BookSeries: Statistics in practice: Publisher: Hoboken, N.J. : Wiley, ©2012Edition: 2nd ed.Description: 1 online resource (xix, 324 pages) : illustrations.ISBN: 9781118162729; 1118162722; 9781118162781; 1118162781.Subject(s): Minitab | Minitab | Environmental sciences -- Statistical methods | Pollution -- Measurement -- Statistical methods | R (Computer program language) | Environmental sciences -- Statistical methods | Minitab | Pollution -- Measurement -- Statistical methods | R (Computer program language) | TECHNOLOGY & ENGINEERING -- Environmental -- Pollution Control | Environmental sciences -- Statistical methods | Pollution -- Measurement -- Statistical methods | R (Computer program language) | Electronic booksOnline resources: Wiley Online Library
Contents:
Summary: Praise for the First Edition " ... an excellent addition to an upper-level undergraduate course on environmental statistics, and ... a 'must-have' desk reference for environmental practitioners dealing with censored datasets."--Vadose Zone Journal Statistical Methods for Censored Environmental Data Using Minitab® and R, Second Edition introduces and explains methods for analyzing and interpreting censored data in the environmental sciences. Adapting survival analysis techniques from other fields, the book translates well-established methods from other disciplines into new solutions for en.
Frontmatter -- Things People do with Censored Data that are Just Wrong -- Three Approaches for Censored Data -- Reporting Limits -- Reporting, Storing, and Using Censored Data -- Plotting Censored Data -- Computing Summary Statistics and Totals -- Computing Interval Estimates -- What can be done when all Data are below the Reporting Limit? -- Comparing Two Groups -- Comparing Three or more Groups -- Correlation -- Regression and Trends -- Multivariate Methods for Censored Data -- The NADA for R Software -- Appendix: Datasets -- References -- Index -- Statistics in Practice.
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