Read EnvStats: An R Package for Environmental Statistics

EnvStats: An R Package for Environmental Statistics

Steven P. Millard

4.9/5 (18230 ratings)

Description:This book describes EnvStats, a new comprehensive R package for environmental statistics and the successor to the S-PLUS module EnvironmentalStats for S-PLUS (first released in 1997). EnvStats and R provide an open-source set of powerful functions for performing graphical and statistical analyses of environmental data, bringing major environmental statistical methods found in the literature and regulatory guidance documents into one statistical package, along with an extensive hypertext help system that explains what these methods do, how to use these methods, and where to find them in the environmental statistics literature. EnvStats also includes numerous built-in data sets from regulatory guidance documents and the environmental statistics literature.This book shows how to use EnvStats and R to easily: * graphically display environmental data * plot probability distributions * estimate distribution parameters and construct confidence intervals on the original scale for commonly used distributions such as the lognormal and gamma, as well as do this nonparametrically * estimate and construct confidence intervals for distribution percentiles or do this nonparametrically (e.g., to compare to an environmental protection standard)* perform and plot the results of goodness-of-fit tests* compute optimal Box-Cox data transformations* compute prediction limits and simultaneous prediction limits (e.g., to assess compliance at multiple sites for multiple constituents)* perform nonparametric estimation and test for seasonal trend (even in the presence of correlated observations)* perform power and sample size computations and create companion plots for sampling designs based on confidence intervals, hypothesis tests, prediction intervals, and tolerance intervals* deal with non-detect (censored) data* perform Monte Carlo simulation and probabilistic risk assessment* reproduce specific examples in EPA guidance documentsEnvStats combined with other R packages (e.g., for spatial analysis) provides the environmental scientist, statistician, researcher, and technician with tools to “get the job done!”We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with EnvStats: An R Package for Environmental Statistics. To get started finding EnvStats: An R Package for Environmental Statistics, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: —

Format: PDF, EPUB & Kindle Edition

Publisher: —

Release: —

ISBN: 1461484561

Description: This book describes EnvStats, a new comprehensive R package for environmental statistics and the successor to the S-PLUS module EnvironmentalStats for S-PLUS (first released in 1997). EnvStats and R provide an open-source set of powerful functions for performing graphical and statistical analyses of environmental data, bringing major environmental statistical methods found in the literature and regulatory guidance documents into one statistical package, along with an extensive hypertext help system that explains what these methods do, how to use these methods, and where to find them in the environmental statistics literature. EnvStats also includes numerous built-in data sets from regulatory guidance documents and the environmental statistics literature.This book shows how to use EnvStats and R to easily: * graphically display environmental data * plot probability distributions * estimate distribution parameters and construct confidence intervals on the original scale for commonly used distributions such as the lognormal and gamma, as well as do this nonparametrically * estimate and construct confidence intervals for distribution percentiles or do this nonparametrically (e.g., to compare to an environmental protection standard)* perform and plot the results of goodness-of-fit tests* compute optimal Box-Cox data transformations* compute prediction limits and simultaneous prediction limits (e.g., to assess compliance at multiple sites for multiple constituents)* perform nonparametric estimation and test for seasonal trend (even in the presence of correlated observations)* perform power and sample size computations and create companion plots for sampling designs based on confidence intervals, hypothesis tests, prediction intervals, and tolerance intervals* deal with non-detect (censored) data* perform Monte Carlo simulation and probabilistic risk assessment* reproduce specific examples in EPA guidance documentsEnvStats combined with other R packages (e.g., for spatial analysis) provides the environmental scientist, statistician, researcher, and technician with tools to “get the job done!”We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with EnvStats: An R Package for Environmental Statistics. To get started finding EnvStats: An R Package for Environmental Statistics, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Special Offer | $0.00

Special Offer! | $0.00

EnvStats: An R Package for Environmental Statistics

EnvStats: An R Package for Environmental Statistics

More Books

Environmental Statistics with S-PLUS (CRC Applied Environmental Statistics Series)

Environmental Statistics with S-PLUS (CRC Applied Environmental Statistics Series)

EnvironmentalStats for S-Plus?: User'S Manual For Version 2.0 by Steven P. Millard (2013-10-04)

EnvironmentalStats for S-Plus?: User'S Manual For Version 2.0 by Steven P. Millard (2013-10-04)

Applied Statistics in the Pharmaceutical Industry: With Case Studies Using S-Plus

Applied Statistics in the Pharmaceutical Industry: With Case Studies Using S-Plus

Applied Statistics in the Pharmaceutical Industry

Applied Statistics in the Pharmaceutical Industry

EnvironmentalStats for S-PLUS: User's manual for Windows and UNIX, Versions 1.0 & 1.1

EnvironmentalStats for S-PLUS: User's manual for Windows and UNIX, Versions 1.0 & 1.1

EnvironmentalStats for S-Plus®: User’s Manual for Version 2.0

EnvironmentalStats for S-Plus®: User’s Manual for Version 2.0

EnvironmentalStats for S-Plus: User’s Manual for Windows and UNIX

EnvironmentalStats for S-Plus: User’s Manual for Windows and UNIX