عنوان

Data analysis techniques for physical scientists

شابک

9781108416788

شابک

9781108241922

شماره

E2831

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

عنوان اصلي

Data analysis techniques for physical scientists

نام عام مواد

[Electronic book]

نام نخستين پديدآور

/ Claude A. Pruneau.

محل نشرو پخش و غیره

Cambridge

نام ناشر، پخش کننده و غيره

: Cambridge University Press

تاریخ نشرو بخش و غیره

, 2017.

نام خاص و کميت اثر

xiii, 704 p.

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

The scientific method -- Probability -- Probability models -- Classical inference I : estimators -- Classical inference II : optimization -- Classical inference III : confidence intervals and statistical tests -- Bayesian inference -- Basic measurements -- Event reconstruction -- Correlation functions -- The multiple facets of correlation functions -- Data correction methods -- Monte Carlo methods -- Collision and detector modeling.

بدون عنوان

0

متن يادداشت

A comprehensive guide to data analysis techniques for physical scientists, providing a valuable resource for advanced undergraduate and graduate students, as well as seasoned researchers. The book begins with an extensive discussion of the foundational concepts and methods of probability and statistics under both the frequentist and Bayesian interpretations of probability. It next presents basic concepts and techniques used for measurements of particle production cross-sections, correlation functions, and particle identification. Much attention is devoted to notions of statistical and systematic errors, beginning with intuitive discussions and progressively introducing the more formal concepts of confidence intervals, credible range, and hypothesis testing. The book also includes an in-depth discussion of the methods used to unfold or correct data for instrumental effects associated with measurement and process noise as well as particle and event losses, before ending with a presentation of elementary Monte Carlo techniques. Description from publisher.

موضوع مستند نشده

Physical sciences -- Research -- Statistical methods.

موضوع مستند نشده

Physical sciences -- Mathematical models.

موضوع مستند نشده

Mathematical statistics.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Pruneau, Claude A.

کشور

ایران

سازمان

University of Tehran. Library of College of Science

تاريخ و ساعت مذاکره و دسترسي

UT_SCI_BL_DB_1003089_0001.pdf

فرمت انتشار

e

نوع ماده

BL

کد کاربرگه

278840

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y