02203cam a22003137i 450000500170000000800410001702000150005802000180007302000180009102000150010904100080012408200160013210000200014824500840016826000370025230000140028952011720030365000470147565000430152265000340156565000560159965000430165565000330169865000340173165000420176565000460180770000180185370000180187120250925155757.0220401t20222022enka     b    001 0 eng d  a0198862520  a9780198862529  a9780198862512  a0198862512  aeng04a519.2bBitR1 aBittelli, Marco10aRandom process analysis with R /cMarco Bittelli, Roberto Olmi and Rodolfo Rosa  bOxford University Press;c©2022  axi, 500p.  aRandom 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. 0aStochastic processesxMathematical models. 0aStochastic processesxData processing. 0aR (Computer program language) 6aProcessus stochastiquesxModèles mathématiques. 6aProcessus stochastiquesxInformatique. 6aR (Langage de programmation) 7aR (Computer program language) 7aStochastic processesxData processing 7aStochastic processesxMathematical models1 aOlmi, Roberto1 aRosa, Rodolfo