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Thinking Probabilistically: Stochastic Processes, Disordered Systems, and Their Applications (Cambridge Texts in Applied Mathematics) - Tapa blanda

Amir, Ariel

 
9781108789981: Thinking Probabilistically: Stochastic Processes, Disordered Systems, and Their Applications (Cambridge Texts in Applied Mathematics)
Tapa blanda
ISBN 10: 1108789986 ISBN 13: 9781108789981
Editorial: Cambridge University Press, 2020

Sinopsis

Probability theory has diverse applications in a plethora of fields, including physics, engineering, computer science, chemistry, biology and economics. This book will familiarize students with various applications of probability theory, stochastic modeling and random processes, using examples from all these disciplines and more. The reader learns via case studies and begins to recognize the sort of problems that are best tackled probabilistically. The emphasis is on conceptual understanding, the development of intuition and gaining insight, keeping technicalities to a minimum. Nevertheless, a glimpse into the depth of the topics is provided, preparing students for more specialized texts while assuming only an undergraduate-level background in mathematics. The wide range of areas covered - never before discussed together in a unified fashion – includes Markov processes and random walks, Langevin and Fokker–Planck equations, noise, generalized central limit theorem and extreme values statistics, random matrix theory and percolation theory.

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Acerca del autor

Ariel Amir is a Professor at Harvard University, Massachusetts. His research centers on the theory of complex systems.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Cambridge University Press
Año de publicación
2020
Idioma
Inglés
ISBN 10 
1108789986
ISBN 13 
9781108789981
Encuadernación
Tapa blanda
Número de páginas
242
Contacto del fabricante
no disponible
Persona responsable
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