Environmental Statistics with S-Plus

ISBN-13: 9780367398149 / Angielski / Miękka / 2019 / 848 str.

Steven P. Millard; Nagaraj K. Neerchal

Opis

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.

Spis treści

"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.

O autorze

Millard, Steven P.; Neerchal, Nagaraj K.