Probability and Statistics: A Course for Physicists and Engineers

Probability and Statistics: A Course for Physicists and Engineers
ISBN-10
311056260X
ISBN-13
9783110562606
Series
Probability and Statistics
Category
Mathematics
Pages
604
Language
English
Published
2017-12-18
Publisher
Walter de Gruyter GmbH & Co KG
Authors
Arak M. Mathai, Hans J. Haubold

Description

This book offers an introduction to concepts of probability theory, probability distributions relevant in the applied sciences, as well as basics of sampling distributions, estimation and hypothesis testing. As a companion for classes for engineers and scientists, the book also covers applied topics such as model building and experiment design. Contents Random phenomena Probability Random variables Expected values Commonly used discrete distributions Commonly used density functions Joint distributions Some multivariate distributions Collection of random variables Sampling distributions Estimation Interval estimation Tests of statistical hypotheses Model building and regression Design of experiments and analysis of variance Questions and answers

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