Environmental Statistics with S-PLUS
Autor Steven P. Millard, Nagaraj K. Neerchalen Limba Engleză Paperback – 23 sep 2019
A unique and powerful feature of the book is its integration with the commercially available software package S-Plus and the add-on modules EnvironmentalStats for S-PLUS, S+SpatialStats, and S-PLUS for ArcView. The book presents data sets to explain statistical methods, and then shows how to implement these methods by providing the commands for and the results from the software.
This survey of statistical methods, definitions, and concepts helps you collect and effectively analyze data for environmental pollution problems. Using the S-PLUS software in conjunction with this text will no doubt increase understanding of the methods.
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Specificații
ISBN-13: 9780367398149
ISBN-10: 0367398141
Pagini: 848
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
ISBN-10: 0367398141
Pagini: 848
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Public țintă
Professional Practice & DevelopmentCuprins
"Introduction. Designing a Sampling Program, Part I. Looking at Data. Probability Distributions. Estimating Distribution Parameters and Quantiles. Prediction Intervals, Tolerance Intervals, and Control Charts. Hypothesis Tests. Designing a Sampling Program, Part II. Linear Models. Censored Data. Time Series Analysis. Spatial Statistics. Monte Carlo Simulation and Risk Assessment. References. Index.
Notă biografică
Millard, Steven P.; Neerchal, Nagaraj K.
Descriere
A clear, comprehensive treatment of the subject, Environmental Statistics with S-PLUS is an ideal resource for environmental scientists, engineers, regulators, and students, even those with only a limited knowledge of statistics. With a convenient showcase of information and numerous data sets posted on the Web, the authors show how to implement methods using the statistical software package S-PLUS and the add-in modules EnvironmentalStats for S-PLUS, S+SpatialStats, and S-PLUS for ArcView. This survey of statistical techniques, definitions, and concepts helps readers collect and effectively analyze data for environmental problems.