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. ContentsRandom phenomenaProbabilityRandom variablesExpected valuesCommonly used discrete distributionsCommonly used density functionsJoint distributionsSome multivariate distributionsCollection of random variablesSampling distributionsEstimationInterval estimationTests of statistical hypothesesModel building and regressionDesign of experiments and analysis of varianceQuestions and answers.

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Bibliographic Details

Title: Probability and Statistics
Publisher: De Gruyter, DE
Publication Date: 2017
Language: English
ISBN 10: 3110562537
ISBN 13: 9783110562538
Binding: Paperback
Condition: New
Weight: 1108 grams

About this title

Synopsis

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

About the Author

Arak Mathai, Centre for Math. and Stat. Sciences, Kerala, India; Hans Haubold, UN Office for Outer Space Affairs, Vienna, Austria.

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