Probability and Statistics for Engineers and Scientists 7E - Walpole, Ronald E.

Probability and Statistics for Engineers and Scientists 7E

Ronald E. Walpole

Yayınevi: Prentice Hall

Yayın tarihi: 01/2001

ISBN: 9780130415295

Yazar : RAYMOND H. MYERS Sharon L. Myers

Ciltli | İngilizce | 784 Sayfa |

Tür: Matematik-İstatistik

This text provides a rigorous introduction to basic probability theory and statistical inference that is motivated by interesting, relevant applications. It assumes a background in calculus and offers a balance of theory and methodology.

Features of the publication include complete detailed case studies, an updated discussion of hypothesis testing and excercise sets.

It is aimed at junior/senior undergraduates studying engineering, science or computer science.

Table of Contents
Introduction to statistics and data analysis probability
random variables and probability distributions mathematical expectation
some discrete probability distributions
some continuous probability distributions
functions of random variables (optional)
fundamental sampling distributions and data descriptions
one-and two-sample estimation problems
one-and two-sample tests of hypothesis
simple linear regression and correlation
multiple linear regression and certain nonlinear regression models
one factor experiments: general
factorial experiments (two or more factors)
2k factorial experiments and fractions
nonparametric statistics
statistical quality control.

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