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Table of Contents
Chapter 1 Introduction to Statistics
1.1 Review and Preview
1.2 Statistical Thinking and Critical Thinking
1.3 Types of Data
1.4 Collecting Sample Data
1.5 Introduction to Excel
Chapter 2 Summarizing and Graphing
2.1 Review and Preview
2.2 Frequency Distributions
2.3 Histograms
2.4 Graphs that Enlighten and Graphs that Deceive
Chapter 3 Statistics for Describing, Exploring, and Comparing
3.1 Review and Preview
3.2 Measures of Center
3.3 Measures of Variation
3.4 Measures of Relative Standing & Boxplots
Chapter 4 Probability
4.1 Review and Preview
4.2 Basic Concepts of Probability
4.3 Addition Rule
4.4 Multiplication Rule: Basics
4.5 Multiplication Rule: Complements and Conditional Probability
4.6 Counting
4.7 Probabilities Through Simulations (on CD)
4.8 Bayes’ Theorem (on CD)
Chapter 5 Discrete Probability Distributions
5.1 Review and Preview
5.2 Probability Distributions
5.3 Binomial Probability Distributions
5.4 Parameters for Binomial Distributions
5.5 Poisson Probability Distributions
Chapter 6 Normal Probability Distributions
6.1 Review and Preview
6.2 The Standard Normal Distribution
6.3 Applications of Normal Distributions
6.4 Sampling Distributions and Estimators
6.5 Central Limit Theorem
6.6 Assessing Normality
6.7 Normal as Approximation to Binomial
Chapter 7 Estimates and Sample Sizes
7.1 Review and Preview
7.2 Estimating a Population Proportion
7.3 Estimating Population Mean
7.4 Estimating Population Standard Deviation or Variance
Chapter 8 Hypothesis Testing
8.1 Review and Preview
8.2 Basics of Hypothesis Testing
8.3 Testing a Claim About a Proportion
8.4 Testing a Claim About a Mean
8.5 Testing a Claim About a Standard Deviation or Variance
Chapter 9 Inferences from Two Samples
9.1 Review and Preview
9.2 Two Proportions
9.3 Two Means: Independent Samples
9.4 Two Dependent Samples (Matched Pairs)
9.5 Two Variances or Standard Deviations
Chapter 10 Correlation and Regression
10.1 Review and Preview
10.2 Correlation
10.3 Regression
10.4 Prediction Intervals and Variation
10.5 Multiple Regression
10.6 Nonlinear Regression
Chapter 11 Goodness-of-Fit and Contingency TTables
11.1 Review and Preview
11.2 Goodness-of-Fit
11.3 Contingency TTables
Chapter 12 Analysis of Variance
12.1 Review and Preview
12.2 One-Way ANOVA
12.3 Two-Way ANOVA
Chapter 13 Nonparametric Tests
13.1 Review and Preview
13.2 Sign Test
13.3 Wilcoxon Signed Ranks Test for Matched Pairs
13.4 Wilcoxon Rank-Sum Test for Two Independent Samples
13.5 Kruskal-Wallis Test
13.6 Rank Correlation
13.7 Runs Test for Randomness
Chapter 14 Statistical Process Control
14.1 Review and Preview
14.2 Control Charts for Variation and Mean
14.3 Control Charts for Attributes
