Introduction to Statistical Thinking

by Benjamin Yakir

This book teaches you how to turn data into careful, well-founded conclusions using clear statistical thinking and practical examples.

• Preface
• Chapter 1: Introduction
• Chapter 2: Sampling and Data Structures
• Chapter 3: Descriptive Statistics
• Chapter 4: Probability
• Chapter 5: Random Variables
• Chapter 6: The Normal Random Variable
• Chapter 7: The Sampling Distribution
• Chapter 8: Overview and Integration
• Chapter 9: Introduction to Statistical Inference
• Chapter 10: Point Estimation
• Chapter 11: Confidence Intervals
• Chapter 12: Testing Hypothesis
• Chapter 13: Comparing Two Samples
• Chapter 14: Linear Regression
• Chapter 15: A Bernoulli Response
• Chapter 16: Case Studies
• Appendix A: Exercise Solutions