Buch online Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning
Beschreibung Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning
The first book written specifically with physicists in mind on analysis techniques in particle physics with an emphasis on machine learning techniques.Based on lectures given by the authors at Stanford and Caltech, this practical approach shows by means of analysis examples how observables are extracted from data, how signal and background are estimated, and how accurate error estimates are obtained exploiting uni- and multivariate analysis techniques, such as non-parametric density estimation, likelihood fits, neural networks, support vector machines, decision trees, and ensembles of classifiers. It includes simple code snippets that run on popular software suites such as Root and Matlab, and either include the codes for generating data or make use of publically available data that can be downloaded from the Web.Primarily aimed at master and very advanced undergraduate students, this text is also intended for study and research.
Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning PDF ePub
Statistical Analysis Techniques in Particle Physics : Fits ~ 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.
Statistical Analysis Techniques in Particle Physics: Fits ~ Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning Dr. Ilya Narsky, Prof. Frank C. Porter(auth.) 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.
Statistical Analysis Techniques in Particle Physics: Fits ~ Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning. Ilya Narsky, Frank C. Porter. ISBN: 978-3-527-41086-6. 459 pages. December 2013. Read an Excerpt . Description. 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 .
Statistical Analysis Techniques in Particle Physics: Fits ~ Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning / Ilya Narsky, Frank C. Porter / ISBN: 9783527410866 / Kostenloser Versand für alle Bücher mit Versand und Verkauf duch .
Statistical Analysis Techniques In Particle Physics PDF ~ Download the Book:Statistical Analysis Techniques In Particle Physics: Fits Density Estimation And Supervised Learning PDF For Free, Preface: Modern anal.
Statistical Analysis Techniques In Particle Physics Fits ~ Statistical Analysis Techniques In Particle Physics Fits Density Estimation And Supervised Learning by Frank C. Porter, unknown edition,
Statistical Analysis Techniques in Particle Physics: Fits ~ Written for graduate students and professionals, Statistical Analysis Techniques in Particle Physics provides a practical approach to machine learning techniques used in analysis of particle physics data. Topics include likelihood fits, density estimation, linear transformations, classification, and variable ranking and selection.
Statistical Analysis Techniques In Particle Physics Fits ~ Sep 14, 2020 statistical analysis techniques in particle physics fits density estimation and supervised learning Posted By Stephen KingLtd TEXT ID d9964d0a Online PDF Ebook Epub Library this book is an excellent introduction to statistical methods for data analysis in general not only in particle physics the contents are well structured concise and easily understandable particular effort was
Statistical Analysis Techniques in Particle Physics: Fits ~ : Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning (9783527410866): Narsky, Ilya, Porter, Frank C.: Books
Statistical Analysis Techniques in Particle Physics ~ Statistical Analysis Techniques in Particle Physics Narsky, Ilya and Porter, Frank C. (2013) Statistical Analysis Techniques in Particle Physics. Wiley-VCH , Weinheim, Germany. ISBN 978-3-527-41086-6. .
101+ Read Book Statistical Analysis Techniques In Particle ~ Sep 14, 2020 statistical analysis techniques in particle physics fits density estimation and supervised learning Posted By Beatrix PotterMedia Publishing TEXT ID d9964d0a Online PDF Ebook Epub Library g cowan statistical data analysis clarendon oxford 1998 rj barlow statistics a guide to the use of statistical methods in the physical sciences wiley 1989 ilya narsky and frank c porter .
Statistical Analysis Techniques in Particle Physics: Fits ~ Buy Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning by Ilya Narsky, Frank C. Porter (ISBN: 9783527410866) from 's Book Store. Everyday low prices and free delivery on eligible orders.
Statistical Analysis Techniques in Particle Physics: Fits ~ Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning eBook: Narsky, Ilya, Porter, Frank C.: .au: Kindle Store
20 Best Book Statistical Analysis Techniques In Particle ~ Sep 13, 2020 statistical analysis techniques in particle physics fits density estimation and supervised learning Posted By Agatha ChristieLibrary TEXT ID d9964d0a Online PDF Ebook Epub Library Statistical Methods For Data Analysis In Particle Physics
Supervised Learning: ~ Statistical Analysis Techniques in Particle Physics: Fits, Density Estimation and Supervised Learning by Ilya Narsky Only 3 left in stock (more on the way).
/3527410864