Contents

• Contents
• Preface
• Descriptive Statistics
  • Introduction
  • Describing Discrete Data
  • Sample Distributions for Continuous Data
  • The 5 Basic Descriptive Statistics for Continuous Data
  • Outliers and Box Plots
  • Comparing Data Sets
  • Other Statistics
    • Measures of Center
    • Measures of Scale or Noise
  • Relationships Between Variables, Part 1: Linear Models
  • Relationships Between Variables, Part 2: Residual Analysis
  • Relationships Between Variables, Part 3: Measures of Relationships
• Probability
  • Introduction
  • Probabilities
  • More on Probability
  • Relative Frequency
  • Determination of Probabilities 1: Tree Diagrams
  • Independence
• Resampling
  • Introduction
  • Class Code for Resampling
• Discrete Populations (Probability Models)
  • Random Variables
  • Discrete Populations (Probability Models)
  • Parameters
  • More Parameters
  • Binomial Probability Model
  • Poisson Probability Model
• Continuous Probability Models
  • Uniform Probability Model
  • Parameters
  • Normal Distribution
  • Normal Quantiles
  • Empirical Rule
• Central Limit Theorem
  • Some Probability Examples
  • Central Limit Theorem
• Confidence Intervals
  • Introduction
  • Confidence Intervals for Means
  • Confidence Intervals for Proportions
  • Confidence Intervals Based on Resampling
• Tests of Hypotheses
  • Introduction
  • A Testing Procedure
  • The Wilcoxon
  • Wilcoxon: Other Alternatives
• Estimation of Effect : Two Independent Samples
  • Introduction
  • Estimation and Confidence Interval Based on the Wilcoxon
  • Estimation and Confidence Intervals Based on Means and Medians
  • Difference Between Proportions
• Design of Experiments
  • Introduction
  • Completely Randomized Designs
  • Randomized Paired Design
  • Signed-Rank Wilcoxon
  • Difference Between Proportions : Dependent Samples
• Regression : Second Pass
  • Introduction
  • Regression Experimental Designs: A Beginning Example
  • Regression Experimental Designs
  • Observational Studies
  • How Regression Got Its Name
• Data Sets
  • Carrie's Baseball Data
  • Etruscan-Italian Data
  • Mortality-Church Wedding Data
• Table of 10-Digit Random Numbers
• Notation and Abbreviations
• Practice Final Examination
• Bibliography
• Index