
Schaum's Outline of Statistics for Engineers
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Content
- Cover
- Schaum's Outline of Statistics for Engineers
- Copyright
- Preface
- References for the Solved Problems and Supplementary Problems
- 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 (s Known)
- Sampling Distribution of the Mean (s 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
- Hypo theses 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
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