Applied Statistics for Environmental Science with R

Covers the theory and application of statistical techniques used in environmental science

Abbas F. M. Al-Karkhi (Author), Wasin A. A. Alqaraghuli (Author)

9780128186220

Paperback, published 13 September 2019

240 pages, Approximately 45 black and white illustrations and 35 black and white tables
27.6 x 21.5 x 1.6 cm, 0.66 kg

Applied Statistics for Environmental Science with R presents the theory and application of statistical techniques in environmental science and aids researchers in choosing the appropriate statistical technique for analyzing their data. Focusing on the use of univariate and multivariate statistical methods, this book acts as a step-by-step resource to facilitate understanding in the use of R statistical software for interpreting data in the field of environmental science. Researchers utilizing statistical analysis in environmental science and engineering will find this book to be essential in solving their day-to-day research problems.

1. Multivariate Data2. R Statistical Software3. Statistical Notions4. Measures of Center and Variation5. Statistical Hypothesis Testing6. Multivariate Analysis of Variance7. Regression Analysis8. Principal Components9. Factor Analysis10. Discriminant Analysis11. Clustering Approaches

Subject Areas: Enterprise software [UFL], The environment [RN]