Synopsis
This book describes EnvStats, a new comprehensive R package for environmental statistics and the successor to the S-PLUS module EnvironmentalStats for S-PLUS. It allows for powerful graphical and statistical analyses of environmental data.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Steven P. Millard, Ph.D., is an independent statistical consultant and also Senior Biostatistician at the VA Puget Sound Health Care System in Seattle, Washington, and has worked in the field of environmental and health care statistics for over 25 years. He has worked at the US Geological Survey, CH2M Hill, the University of California at Santa Barbara, Saint Martin's College, Insightful Corporation, and the Cystic Fibrosis Therapeutics Development Network Coordinating Center. In 1990 he developed the training program in S-PLUS while at Statistical Sciences (the creator of S-PLUS), and later developed the S-PLUS module EnvironmentalStats for S-PLUS. He has taught numerous courses in statistics and software to professionals in the United States and Europe, including at the US EPA, Merck, and the National Security Agency. He is the co-author of textbooks on environmental statistics and statistics for drug development. Dr. Millard holds a B.A. in Mathematics from Pomona College, and an M.S. and Ph.D. in Biostatistics from the University of Washington.
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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!' 308 pp. Englisch. N° de réf. du vendeur 9781461484554
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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. EnvStats is a comprehensive R software library for environmental scientists, engineers, and regulators, based on the open-source statistics and graphics package RThis book shows how to use EnvStats to easily produce powerful graphical an. N° de réf. du vendeur 4199684
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Taschenbuch. Etat : Neu. EnvStats | An R Package for Environmental Statistics | Steven P. Millard | Taschenbuch | xvi | Englisch | 2013 | Springer US | EAN 9781461484554 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. N° de réf. du vendeur 105699024
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Taschenbuch. Etat : Neu. Neuware -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!¿Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 308 pp. Englisch. N° de réf. du vendeur 9781461484554
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Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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!'. N° de réf. du vendeur 9781461484554
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