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What is included with this book?
Overview And Descriptive Statistics | |
Populations, Samples, and Processes | |
Pictorial and Tabular Methods in Descriptive Statistics | |
Measures of Location | |
Measures of Variability | |
Supplementary Exercises | |
Probability | |
Sample Spaces and Events | |
Axioms, Interpretations, and Properties of Probability | |
Counting Techniques | |
Conditional Probability | |
Independence | |
Supplementary Exercises | |
Discrete Random Variables And Probability | |
Random Variables | |
Probability Distributions for Discrete Random Variables | |
Expected Values | |
The Binomial Probability Distribution | |
Hypergeometric and Negative Binomial Distributions | |
The Poisson Probability Distribution | |
Supplementary Exercises | |
Continuous Random Variables And Probability Distributions | |
Probability Density Functions | |
Cumulative Distribution Functions and Expected Values | |
The Normal Distribution | |
The Exponential and Gamma Distributions | |
Other Continuous Distributions | |
Probability Plots | |
Supplementary Exercises | |
Joint Probability Distributions And Random Samples | |
Jointly Distributed Random Variables | |
Expected Values, Covariance, and Correlation | |
Statistics and Their Distributions | |
The Distribution of the Sample Mean | |
The Distribution of a Linear Combination | |
Supplementary Exercises | |
Point Estimation | |
Some General Concepts of Point Estimation | |
Methods of Point Estimation | |
Supplementary Exercises | |
Statistical Intervals Based On A Single Sample | |
Basic Properties of Confidence Intervals | |
Large-Sample Confidence Intervals for a Population Mean and Proportion | |
Intervals Based on a Normal Population Distribution | |
Confidence Intervals for the Variance and Standard Deviation of a Normal Population | |
Supplementary Exercises | |
Tests Of Hypotheses Based On A Single Sample | |
Hypotheses and Test Procedures | |
Tests About a Population Mean | |
Tests Concerning a Population Proportion | |
P-Values | |
Some Comments on Selecting a TeSt. Supplementary Exercises | |
Inferences Based On Two Samples | |
Tests and Confidence Intervals for a Difference Between Two Population Means | |
The Two-Sample t Test and Confidence Interval | |
Analysis of Paired Data | |
Inferences Concerning a Difference Between Population Proportions | |
Inferences Concerning Two Population Variances | |
Supplementary Exercises | |
The Analysis Of Variance | |
Single-Factor ANOVA | |
Multiple Comparisons in ANOVA | |
More on Single-Factor ANOVA | |
Supplementary Exercises | |
Multifactor Analysis Of Variance | |
Two-Factor ANOVA with Kij = | |
Two-Factor ANOVA with Kij = | |
Three-Factor ANOVA. 2p Factorial Experiments | |
Supplementary Exercises | |
Simple Linear Regression And Correlation | |
The Simple Linear Regression Model | |
Estimating Model Parameters | |
Inferences About the Slope Parameter ?1 | |
Inferences Concerning ?Y-x* and the Prediction of Future Y Values | |
Correlation | |
Supplementary Exercises | |
Nonlinear And Multiple Regression | |
Aptness of the Model and Model Checking | |
Regression with Transformed Variables | |
Polynomial Regression | |
Multiple Regression Analysis | |
Other Issues in Multiple Regression | |
Supplementary Exercises | |
Goodness-Of-Fit Tests And Categorical Data Analysis | |
Goodness-of-Fit Tests When Category Probabilities Are Completely Specified | |
Goodness-of-Fit Tests for Composite Hypotheses | |
Two-Way Contingency Tables | |
Supplementary Exercises | |
Distribution-Free Procedures | |
The Wilcoxon Signed-Rank TeSt | |
The Wilcoxon Rank-Sum TeSt | |
Distribution-Free Confidence Intervals | |
Distribution-Free ANOVA | |
Supplementary Exercises | |
Quality Control Methods | |
General Comments on Control Charts | |
Control Charts for Process Location | |
Control Charts for Process Variation | |
Control Charts for Attributes | |
CUSUM Procedures | |
Acceptance Sampling | |
Supplementary Exercises | |
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