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Environmental Statistics with R

Steven P. Millard (Autor)

Buch | Hardcover

512 Seiten

2027 | 2nd edition
Crc Press Inc (Verlag)
978-1-4398-1027-9 (ISBN)

Noch nicht erschienen (ca. Januar 2027)
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Condensed and reorganized, this comprehensive second edition covers most of the statistical methods used in the field and now features the use of both R and S-Plus software. Continuing to emphasize lognormal distributions, censored data, and computing, this edition includes additional material on equivalence testing. It also illustrates environmental sampling designs using the public domain package VSP. In addition, the authors provide a detailed discussion of spatial mapping procedures and spatial mapping analysis in R. Along with updated problem sets and new examples, this edition contains numerous new references that bring the research up to date.

Steven P. Millard is a consultant in Seattle, Washington. Nagaraj K. Neerchal is the chair of the Department of Mathematics and Statistics at the University of Maryland in Baltimore. Philip Dixon is a professor of statistics at Iowa State University in Ames.

Introduction. Designing a Sampling Program. Probability Distributions. Looking at Data. Inference for Distribution Parameters and Related Quantities. Calculating Confidence Intervals. Quantiles, Prediction Intervals, Tolerance Intervals, and Control Charts. Hypothesis Tests for Comparing to a Standard. Hypothesis Tests for Comparing Groups. Regression and Correlation. Detection Limits and Censored Data. Time Series Analysis. Spatial Statistics. Monte Carlo Simulation and Risk Assessment.

Erscheint lt. Verlag	15.1.2027
Zusatzinfo	110 Tables, black and white; 100 Illustrations, black and white
Verlagsort	Bosa Roca
Sprache	englisch
Maße	156 x 234 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
	Naturwissenschaften ► Biologie ► Ökologie / Naturschutz
	Naturwissenschaften ► Geowissenschaften ► Geologie
	Technik ► Umwelttechnik / Biotechnologie
	Weitere Fachgebiete ► Land- / Forstwirtschaft / Fischerei
ISBN-10	1-4398-1027-3 / 1439810273
ISBN-13	978-1-4398-1027-9 / 9781439810279
Zustand	Neuware