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Applied Statistics for Environmental Science with R

Autor Abbas F. M. Al-Karkhi, Wasin A. A. Alqaraghuli
en Limba Engleză Paperback – 13 sep 2019
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.


  • Includes step-by-step tutorials to aid in understanding the process and implementation of unique data
  • Presents statistical theory in a simple way without complex mathematical proofs
  • Shows how to analyze data using R software and provides R scripts for all examples and figures
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Specificații

ISBN-13: 9780128186220
ISBN-10: 0128186224
Pagini: 240
Ilustrații: Approximately 45 black and white illustrations and 35 black and white tables
Dimensiuni: 216 x 276 x 20 mm
Greutate: 0.57 kg
Editura: ELSEVIER SCIENCE

Cuprins

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