Statistics and Analysis of Scientific Data

Nonfiction, Science & Nature, Mathematics, Statistics, Science, Physics, General Physics
Cover of the book Statistics and Analysis of Scientific Data by Massimiliano Bonamente, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Massimiliano Bonamente ISBN: 9781461479840
Publisher: Springer New York Publication: August 13, 2013
Imprint: Springer Language: English
Author: Massimiliano Bonamente
ISBN: 9781461479840
Publisher: Springer New York
Publication: August 13, 2013
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer New York

Cover of the book A Child's Right to a Healthy Environment by Massimiliano Bonamente
Cover of the book Bases of Adult Attachment by Massimiliano Bonamente
Cover of the book Strategic ICT Planning in Pathology by Massimiliano Bonamente
Cover of the book Unpacking the Collection by Massimiliano Bonamente
Cover of the book Microglia in the Regenerating and Degenerating Central Nervous System by Massimiliano Bonamente
Cover of the book Innovations in Green Chemistry and Green Engineering by Massimiliano Bonamente
Cover of the book Thyroid Eye Disease by Massimiliano Bonamente
Cover of the book 3D TCAD Simulation for Semiconductor Processes, Devices and Optoelectronics by Massimiliano Bonamente
Cover of the book Handbook of Family Policies Across the Globe by Massimiliano Bonamente
Cover of the book Endothelial Signaling in Development and Disease by Massimiliano Bonamente
Cover of the book Multiple Perspectives on Problem Solving and Learning in the Digital Age by Massimiliano Bonamente
Cover of the book Handbook of Global Logistics by Massimiliano Bonamente
Cover of the book Symmetries in Atomic Nuclei by Massimiliano Bonamente
Cover of the book Delivering Results by Massimiliano Bonamente
Cover of the book Reviews of Environmental Contamination and Toxicology by Massimiliano Bonamente
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy