EnvironmentalStats for S-PLUS : user's manual for Windows and UNIX

著者

    • Millard, Steven P.

書誌事項

EnvironmentalStats for S-PLUS : user's manual for Windows and UNIX

Steven P. Millard

Springer, c1998

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注記

Bibliography : p. 343-367

Includes index

内容説明・目次

内容説明

EnvironmentalStats for S-PLUS, an add-on module to S-PLUS, is a comprehensive software package for environmental scientists, engineers and regulators. It provides a series of functions for performing graphical and statistical analyses of environmental data, including parameter and quantile estimation, methods for dealing with non-detects, power and sample-size calculations, prediction and tolerance intervals, and probabilistic risk assessment. It includes a hypertext help system that explains methods from the environmental literature and regulatory guidance documents, along with a glossary of commonly-used statistical and environmental terms. This user's manual provides the documentation for versions 1.0 and 1.1 of the EnvironmentalStats for S-PLUS module.

目次

  • A quick start
  • getting started
  • design a sampling program
  • looking at data
  • probability distributions
  • estimating distribution parameters and quantiles
  • prediction and tolerance intervals
  • hypothesis tests and statistical models
  • censored data
  • Monte Carlo simulation and risk assessment.

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