Statistical Analysis Techniques In Particle Physics
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Statistical Analysis Techniques In Particle Physics
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Author : Denis Perret-Gallix
language : en
Publisher:
Release Date : 2016-04
Statistical Analysis Techniques In Particle Physics written by Denis Perret-Gallix and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04 with categories.
Statistical Analysis Techniques In Particle Physics
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Author : Ilya Narsky
language : en
Publisher: John Wiley & Sons
Release Date : 2013-10-24
Statistical Analysis Techniques In Particle Physics written by Ilya Narsky and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-24 with Science categories.
Modern analysis of HEP data needs advanced statistical tools to separate signal from background. This is the first book which focuses on machine learning techniques. It will be of interest to almost every high energy physicist, and, due to its coverage, suitable for students.
Data Analysis Techniques For High Energy Physics
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Author : Rudolf Frühwirth
language : en
Publisher: Cambridge University Press
Release Date : 2000-08-17
Data Analysis Techniques For High Energy Physics written by Rudolf Frühwirth and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-08-17 with Medical categories.
Now thoroughly revised and up-dated, this book describes techniques for handling and analysing data obtained from high-energy and nuclear physics experiments. The observation of particle interactions involves the analysis of large and complex data samples. Beginning with a chapter on real-time data triggering and filtering, the book describes methods of selecting the relevant events from a sometimes huge background. The use of pattern recognition techniques to group the huge number of measurements into physically meaningful objects like particle tracks or showers is then examined and the track and vertex fitting methods necessary to extract the maximum amount of information from the available measurements are explained. The final chapter describes tools and methods which are useful to the experimenter in the physical interpretation and in the presentation of the results. This indispensable guide will appeal to graduate students, researchers and computer and electronic engineers involved with experimental physics.
Data Analysis Techniques For Physical Scientists
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Author : Claude A. Pruneau
language : en
Publisher: Cambridge University Press
Release Date : 2017-10-05
Data Analysis Techniques For Physical Scientists written by Claude A. Pruneau and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-05 with Language Arts & Disciplines categories.
A comprehensive guide to data analysis techniques for the physical sciences including probability, statistics, data reconstruction, data correction and Monte Carlo methods. This book provides a valuable resource for advanced undergraduate and graduate students, as well as practitioners in the fields of experimental particle physics, nuclear physics and astrophysics.
Statistical Methods For Data Analysis In Particle Physics
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Author : Luca Lista
language : en
Publisher: Springer
Release Date : 2015-07-24
Statistical Methods For Data Analysis In Particle Physics written by Luca Lista and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-24 with Science categories.
This concise set of course-based notes provides the reader with the main concepts and tools to perform statistical analysis of experimental data, in particular in the field of high-energy physics (HEP). First, an introduction to probability theory and basic statistics is given, mainly as reminder from advanced undergraduate studies, yet also in view to clearly distinguish the Frequentist versus Bayesian approaches and interpretations in subsequent applications. More advanced concepts and applications are gradually introduced, culminating in the chapter on upper limits as many applications in HEP concern hypothesis testing, where often the main goal is to provide better and better limits so as to be able to distinguish eventually between competing hypotheses or to rule out some of them altogether. Many worked examples will help newcomers to the field and graduate students to understand the pitfalls in applying theoretical concepts to actual data.
Statistical Problems In Particle Physics Astrophysics And Cosmology
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Author : Louis Lyons
language : en
Publisher: Imperial College Press
Release Date : 2006
Statistical Problems In Particle Physics Astrophysics And Cosmology written by Louis Lyons and has been published by Imperial College Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Science categories.
These proceedings comprise current statistical issues in analyzing data in particle physics, astrophysics and cosmology, as discussed at the PHYSTAT05 conference in Oxford. This is a continuation of the popular PHYSTAT series; previous meetings were held at CERN (2000), Fermilab (2000), Durham (2002) and Stanford (2003).In-depth discussions on topical issues are presented by leading statisticians and research workers in their relevant fields. Included are invited reviews and contributed research papers presenting the latest, state-of-the-art techniques.
Exploring Particles And Nuclei
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Author : Naveen Basu
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Exploring Particles And Nuclei written by Naveen Basu and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.
"Exploring Particles and Nuclei" is a comprehensive guide to the fascinating realm of subatomic physics. We delve into the fundamental building blocks of matter, from the intricate structure of atomic nuclei to the diverse array of particles that populate the universe. We begin by unraveling the mysteries of the nucleus, exploring proton-neutron interactions, nuclear forces, and the stability of atomic nuclei. The book covers nuclear reactions, including fusion, fission, and radioactive decay, shedding light on the processes that power stars and fuel nuclear technologies. Moving beyond the nucleus, we discuss quarks, leptons, and the fundamental forces governing their interactions. Readers will explore the Standard Model of particle physics, understanding the electromagnetic, weak, and strong forces, as well as the role of bosons and fermions. The book also covers advanced topics such as particle accelerators, collisions, and the search for new particles and phenomena. We discuss the role of particle detectors in experimental physics and the implications of particle physics in cosmology and astrophysics. With clear explanations, insightful discussions, and engaging illustrations, "Exploring Particles and Nuclei" is suitable for students, educators, and anyone curious about the nature of matter and the forces shaping our universe. Whether you're delving into nuclear physics for the first time or seeking a deeper understanding, this book provides a captivating journey into particle and nuclear physics.
The Standard Model And Beyond
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Author : Paul Langacker
language : en
Publisher: CRC Press
Release Date : 2017-06-26
The Standard Model And Beyond written by Paul Langacker and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-26 with Science categories.
This new edition of The Standard Model and Beyond presents an advanced introduction to the physics and formalism of the standard model and other non-abelian gauge theories. It provides a solid background for understanding supersymmetry, string theory, extra dimensions, dynamical symmetry breaking, and cosmology. In addition to updating all of the experimental and phenomenological results from the first edition, it contains a new chapter on collider physics; expanded discussions of Higgs, neutrino, and dark matter physics; and many new problems. The book first reviews calculational techniques in field theory and the status of quantum electrodynamics. It then focuses on global and local symmetries and the construction of non-abelian gauge theories. The structure and tests of quantum chromodynamics, collider physics, the electroweak interactions and theory, and the physics of neutrino mass and mixing are thoroughly explored. The final chapter discusses the motivations for extending the standard model and examines supersymmetry, extended gauge groups, and grand unification. Thoroughly covering gauge field theories, symmetries, and topics beyond the standard model, this text equips readers with the tools to understand the structure and phenomenological consequences of the standard model, to construct extensions, and to perform calculations at tree level. It establishes the necessary background for readers to carry out more advanced research in particle physics. Supplementary materials are provided on the author’s website and a solutions manual is available for qualifying instructors.
Gaseous Radiation Detectors
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Author : Fabio Sauli
language : en
Publisher: Cambridge University Press
Release Date : 2023-02-09
Gaseous Radiation Detectors written by Fabio Sauli and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-09 with Science categories.
This Open Access text describes the processes involved in gaseous radiation detection, ideal for nuclear and particle physics researchers.
Nuclear Science Abstracts
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Author :
language : en
Publisher:
Release Date : 1975
Nuclear Science Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Nuclear energy categories.