Articles liés à Statistics and Analysis of Scientific Data

Statistics and Analysis of Scientific Data - Couverture souple

Livre 26 sur 126: Graduate Texts in Physics

Bonamente, Massimiliano

 
9781489994806: Statistics and Analysis of Scientific Data
Couverture souple
ISBN 10 : 1489994807 ISBN 13 : 9781489994806
Editeur : Springer, 2015

Synopsis

Statistics and Analysis of Scientific Data covers the foundations of probability theory and statistics, and a number of numerical and analytical methods that are essential for the present-day analyst of scientific data. Topics covered include probability theory, distribution functions of statistics, fits to two-dimensional datasheets and parameter estimation, Monte Carlo methods and Markov chains. Equal attention is paid to the theory and its practical application, and results from classic experiments in various fields are used to illustrate the importance of statistics in the analysis of scientific data.

The main pedagogical method is a theory-then-application approach, where emphasis is placed first on a sound understanding of the underlying theory of a topic, which becomes the basis for an efficient and proactive use of the material for practical applications. The level is appropriate for undergraduates and beginning graduate students, and as a reference for the experienced researcher. Basic calculus is used in some of the derivations, and no previous background in probability and statistics is required. The book includes many numerical tables of data, as well as exercises and examples to aid the students' understanding of the topic.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Massimiliano Bonamente is Associate Professor of Physics at the University of Alabama in Huntsville. He has taught more than 1500 students, written more than 30 peer reviewed journal articles, and has received more than 1.2 million dollars in research grants and contracts.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2015
Langue
anglais
ISBN 10 
1489994807
ISBN 13 
9781489994806
Reliure
Broché
Nombre de pages
320
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9781461479833: Statistics and Analysis of Scientific Data

Edition présentée

ISBN 10 :  1461479835 ISBN 13 :  9781461479833
Editeur : Springer-Verlag New York Inc., 2013
Couverture rigide