Applied Statistics for Environmental Science with R

AvAbbas F. M. Al-Karkhi,Wasin A. A. Alqaraghuli

Häftad, Engelska, 2019

1 154 kr

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Beskrivning

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

Produktinformation

Utgivningsdatum:2019-09-13
Mått:216 x 276 x 20 mm
Vikt:660 g
Format:Häftad
Språk:Engelska
Antal sidor:240
Förlag:Elsevier Science
ISBN:9780128186220

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Mer om författaren

Abbas F. M. Alkarkhi received his Ph.D. in applied statistics from the University of Science, Malaysia and his BSc and MSc in statistics from University of Baghdad in 1985 and 1992. Dr. Alkarkhi spent fourteen years as a faculty member in the School of Industrial Technology at University of Science, Malaysia (2002-2016), then moved to Kuala Lumpur University (MICET campus). Before joining a Ph.D. study, he worked as a lecturer in Iraq for two years and in Libya for five years. Dr. Alkarkhi has published more than 90 papers in international journals and more than 40 in conferences. He is the author of two books on applied statistics, including Easy Statistics for Food Science with R (Elsevier 2018). Wasin Alqaraghuli received her BSc and MSc in statistics from Al-Mustansirya University. She worked at a specialized institute for engineering industries in Iraq, and during this time, she conducted training in statistical methods. She also worked at the University level in Iraq, Jordan and then Libya after receiving her MSc in statistics. In 2014, Dr. Alqaraghuli received her Ph. D from the school of mathematical sciences at the University of Science, Malaysia. Dr. Alqaraghuli’s research is focused on the application of experimental design, modeling, and multivariate statistics. She is currently self-employed with Skill Education Center, conducts workshops for non-statisticians and collaborates with other researchers to carry out research. Dr. Alqaraghuli is published in numerous international journals and is the co-author of Easy Statistics for Food Science with R (Elsevier 2018).

Innehållsförteckning

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