Table of Contents

Part One. Descriptive Statistics 

1. Introduction to Statistics

  • 1.1. An Overview of Statistics
  • 1.2. Data Classification
  • 1.3. Data Collection and Experimental Design

2. Descriptive Statistics

  • 2.1. Frequency Distributions and Their Graphs
  • 2.2. More Graphs and Displays
  • 2.3. Measures of Central Tendency
  • 2.4. Measures of Variation
  • 2.5. Measures of Position

Part Two. Probability & Probability Distributions

3. Probability

  • 3.1. Basic Concepts of Probability and Counting
  • 3.2. Conditional Probability and the Multiplication Rule
  • 3.3. The Addition Rule
  • 3.4. Additional Topics in Probability and Counting

4. Discrete Probability Distributions

  • 4.1. Probability Distributions
  • 4.2. Binomial Distributions
  • 4.3. More Discrete Probability Distributions

5. Normal Probability Distributions

  • 5.1. Introduction to Normal Distributions and the Standard Normal Distribution
  • 5.2. Normal Distributions: Finding Probabilities
  • 5.3. Normal Distributions: Finding Values
  • 5.4. Sampling Distributions and the Central Limit Theorem
  • 5.5. Normal Approximations to Binomial Distributions

Part Three. Statistical Inference

6. Confidence Intervals

  • 6.1. Confidence Intervals for the Mean (Large Samples)
  • 6.2. Confidence Intervals for the Mean (Small Samples)
  • 6.3. Confidence Intervals for Population Proportions
  • 6.4. Confidence Intervals for Variance and Standard Deviation

7. Hypothesis Testing with One Sample

  • 7.1. Introduction to Hypothesis Testing
  • 7.2. Hypothesis Testing for the Mean (Large Samples)
  • 7.3. Hypothesis Testing for the Mean (Small Samples)
  • 7.4. Hypothesis Testing for Proportions
  • 7.5. Hypothesis Testing for Variance and Standard Deviation

8. Hypothesis Testing with Two Samples

  • 8.1. Testing the Difference Between Means (Large Independent Samples)
  • 8.2. Testing the Difference Between Means (Small Independent Samples)
  • 8.3. Testing the Difference Between Means (Dependent Samples)
  • 8.4. Testing the Difference Between Proportions

Part Four. More Statistical Inference

9. Correlation and Regression

  • 9.1 Correlation
  • 9.2. Linear Regression
  • 9.3. Measures of Regression and Prediction Intervals
  • 9.4. Multiple Regression

10. Chi-Square Tests and the F-Distribution

  • 10.1. Goodness-of-Fit Test
  • 10.2. Independence
  • 10.3. Comparing Two Variances
  • 10.4. Analysis of Variance

11. Nonparametric Tests

  • 11.1. The Sign Test
  • 11.2. The Wilcoxon Tests
  • 11.3. The Kruskal-Wallis Test
  • 11.4. Rank Correlation
  • 11.5. The Runs Test

11. Introduction to Calculus

  • 11.1 Finding Limits Using Tables and Graphs
  • 11.2 Finding Limits Using Properties of Limits
  • 11.3 Limits and Continuity
    • Mid-Chapter Check Point
  • 11.4 Introduction to Derivatives
    • SUMMARY, REVIEW, AND TEST
      REVIEW EXERCISES
      CHAPTER 11 TEST
      CUMULATIVE REVIEW EXERCISES  (CHAPTERS P-11)