Description: Further DetailsTitle: Statistics and Analysis of Scientific DataCondition: NewEAN: 9789811903649ISBN: 9789811903649Edition: 3rd ed. 2022Publisher: Springer Verlag, SingaporeFormat: HardbackRelease Date: 07/13/2022Description: This book is the third edition of a successful textbook for upper-undergraduate and early graduate students, which offers a solid foundation in probability theory and statistics and their application to physical sciences, engineering, biomedical sciences and related disciplines. It provides broad coverage ranging from conventional textbook content of probability theory, random variables, and their statistics, regression, and parameter estimation, to modern methods including Monte-Carlo Markov chains, resampling methods and low-count statistics. In addition to minor corrections and adjusting structure of the content, particular features in this new edition include:Python codes and machine-readable data for all examples, classic experiments, and exercises, which are now more accessible to students and instructorsNew chapters on low-count statistics including the Poisson-based Cash statistic for regression in the low-count regime,and on contingency tables and diagnostic testing.An additional example of classic experiments based on testing data for SARS-COV-2 to demonstrate practical applications of the described statistical methods. This edition inherits the main pedagogical method of earlier versions—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 practical application of the materials. 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 readers' understanding of the topic. Language: EnglishCountry/Region of Manufacture: SGItem Height: 235mmItem Length: 155mmAuthor: Massimiliano BonamenteGenre: Technology & EngineeringTopic: Computing & Internet, Science Nature & MathBook Series: Graduate Texts in PhysicsRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Statistics and Analysis of Scientific Data
Title: Statistics and Analysis of Scientific Data
EAN: 9789811903649
ISBN: 9789811903649
Edition: 3rd ed. 2022
Release Date: 07/13/2022
Release Year: 2022
Country/Region of Manufacture: SG
Item Height: 235mm
Genre: Technology & Engineering
Topic: Science Nature & Math
Number of Pages: Xxiii, 488 Pages
Language: English
Publication Name: Statistics and Analysis of Scientific Data
Publisher: Springer
Publication Year: 2022
Subject: Probability & Statistics / General, General, Physics / Mathematical & Computational, Databases / General
Type: Textbook
Item Weight: 32.9 Oz
Item Length: 9.3 in
Author: Massimiliano Bonamente
Subject Area: Mathematics, Computers, Science
Item Width: 6.1 in
Series: Graduate Texts in Physics Ser.
Format: Hardcover
