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CITATION

Stephens, Larry. Schaum's Outline of Statistics for Engineers. US: McGraw-Hill, 2011.

Schaum's Outline of Statistics for Engineers

Authors: Larry Stephens

Published:  April 2011

eISBN: 9780071736473 0071736476 | ISBN: 9780071736466
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  • Contents
  • Chapter 1 Treatment of Data Using Statistical Software
  • Graphical Displays of Data
  • Descriptive Measures of Data
  • Measures of Relative Standing
  • Chapter 2 Probability
  • Sample Space, Events, and Operations on Events
  • The Multiplicative Rule, Permutations, and Combinations
  • Probability
  • The Axioms of Probability
  • Some Elementary Theorems (Rules) of Probability
  • Conditional Probability
  • Bayes' Theorem
  • Mathematical Expectation
  • Chapter 3 Probability Distributions for Discrete Variables
  • Random Variables
  • Mean and Standard Deviation of a Probability Distribution
  • Chebyshev's Theorem
  • Binomial Distribution
  • Hypergeometric Distribution
  • Geometric Distribution
  • Negative Binomial Distribution
  • Poisson Distribution
  • Multinomial Distribution
  • Simulation
  • Chapter 4 Probability Densities for Continuous Variables
  • Continuous Random Variables
  • Normal Distribution
  • Normal Approximation to the Binomial Distribution
  • Uniform Distribution
  • Log-Normal Distribution
  • Gamma Distribution
  • Beta Distribution
  • Weibull Distribution
  • Joint Distributions—Discrete and Continuous
  • Checking Data for Normality
  • Transforming Data to Near Normality
  • Simulation
  • Chapter 5 Sampling Distributions
  • Populations and Samples
  • Sampling Distribution of the Mean (σ Known)
  • Sampling Distribution of the Mean (σ Unknown)
  • Sampling Distribution of the Proportion
  • Sampling Distribution of the Variance
  • Chapter 6 Inferences Concerning Means
  • Point Estimation
  • Interval Estimation
  • Basic Concepts of Testing Hypotheses
  • Testing Hypotheses About a Single Mean
  • Relationship Between Tests of Hypotheses and Confidence Intervals
  • Inferences Concerning Two Means—Independent and Large Samples
  • Inferences Concerning Two Means—Independent and Small Samples
  • Inferences Concerning Two Means—Dependent Samples
  • Chapter 7 Inferences Concerning Variances
  • Estimation of Variances
  • Hypotheses Concerning One Variance
  • Hypotheses Concerning Two Variances
  • Chapter 8 Inferences Concerning Proportions
  • Estimation of Proportions
  • Hypotheses Concerning One Proportion
  • Hypotheses Concerning Two Proportions
  • Hypotheses Concerning Several Proportions
  • Analysis of r × c Tables
  • Chapter 9 Statistical Process Control
  • Introduction to Statistical Process Control (SPC)
  • Answers to Supplementary Problems
  • Index