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Random Process Analysis With R

Af: Rodolfo Rosa, Roberto Olmi, Marco Bittelli Engelsk Hardback

Random Process Analysis With R

Af: Rodolfo Rosa, Roberto Olmi, Marco Bittelli Engelsk Hardback
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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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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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Produktdetaljer
Sprog: Engelsk
Sider: 512
ISBN-13: 9780198862512
Indbinding: Hardback
Udgave:
ISBN-10: 0198862512
Kategori: Sandsynlighedsregning og statistik
Udg. Dato: 13 okt 2022
Længde: 28mm
Bredde: 174mm
Højde: 253mm
Forlag: Oxford University Press
Oplagsdato: 13 okt 2022
Forfatter(e): Rodolfo Rosa, Roberto Olmi, Marco Bittelli
Forfatter(e) Rodolfo Rosa, Roberto Olmi, Marco Bittelli

Kategori Sandsynlighedsregning og statistik

ISBN-13 9780198862512

Sprog Engelsk

Indbinding Hardback

Sider 512

Udgave

Længde 28mm

Bredde 174mm

Højde 253mm

Udg. Dato 13 okt 2022

Oplagsdato 13 okt 2022

Forlag Oxford University Press