A Handbook of Statistics An Overview of Statistical Methods
Publisher: Bookboon.com
Published: 2015
ISBN-13: 9788740305425
Table of contents: title: Content; title: Preface; title: 1. Statistics and Statistical Thinking; title: 1.1. Descriptive Statistics; title: 1.2. Inferential Statistics; title: 1.3. Types of Data; title: 1.4. Chapter 1 Problems; title: 2. Collecting Data & Survey Design; title: 2.1. Sampling Methods; title: 2.2. Chapter 2 Exercises; title: 3. Describing Data Sets; title: 3.1. Summarizing Qualitative Data; title: 3.2. Graphical Techniques for Describing Data; title: 3.3. Measures of Central Tendency; title: 3.4. Measures of Variability; title: 3.5. Combining the Mean and the Standard Deviation; title: 3.6. Chapter 3 Exercises; title: 4. Probability; title: 4.1. Union & Intersection of Events; title: 4.2. The Additive Rule of Probability; title: 4.3. Conditional Probability; title: 4.4. Multiplicative Rule of Probability; title: 4.5. Chapter 4 Problems; title: 5. Random Variables and Probability Distributions; title: 5.1. The Binomial Distribution; title: 5.2. The Normal Distribution; title: 5.3. Chapter 5 Problems; title: 6. The Sampling Distribution; title: 6.1. The Sampling Distribution off x; title: 6.2. Confidence Intervals; title: 6.2.1. Small Sample Confidence Intervals; title: 6.2.2. Chapter 7 Problems; title: 6.3. Hypothesis Testing; title: 6.3.1. The Null and Alternative Hypothesis; title: 6.3.2. One or Two Sided Hypothesis; title: 6.3.3. Chapter 8 Problems; title: 6.4. Correlation and Regression; title: 6.4.1. Scatterplots; title: 6.4.2. Correlation; title: 6.4.3. Simple Linear Regression; title: 6.4.4. Chapter 9 Problems; title: 6.5. Endnotes