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Random Process Analysis With R
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Random Process Analysis With R

by Marco Bittelli , Roberto Olmi , Rodolfo Rosa

Book Details

Format Paperback / Softback
ISBN-10 0198862520
ISBN-13 9780198862529
Publisher Oxford University Press
Imprint Oxford University Press
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 13th, 2022
Print length 512 Pages
Weight 960 grams
Dimensions 17.20 x 24.50 x 3.00 cms
Product Classification: Probability & statistics Statistical physics Mathematical physics
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This book presents the key concepts, theory, and computer code written in R, helping readers with limited initial knowledge of random processes to become confident in their understanding and application of these principles in their own research.
Random process analysis (RPA) is used as a mathematical model in physics, chemistry, biology, computer science, information theory, economics, environmental science, and many other disciplines. Over time, it has become more and more important for the provision of computer code and data sets. This book presents the key concepts, theory, and computer code written in R, helping readers with limited initial knowledge of random processes to become confident in their understanding and application of these principles in their own research. Consistent with modern trends in university education, the authors make readers active learners with hands-on computer experiments in R code directing them through RPA methods and helping them understand the underlying logic. Each subject is illustrated with real data collected in experiments performed by the authors or taken from key literature. As a result, the reader can promptly apply the analysis to their own data, making this book an invaluable resource for undergraduate and graduate students, as well as professionals, in physics, engineering, biophysical and environmental sciences, economics, and social sciences.

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