Need to learn statistics for your job? Want help passing a statistics course?Statistics in a Nutshellis a clear and concise introduction and reference for anyone new to the subject. Thoroughly revised and expanded, this edition helps you gain a solid understanding of statistics without the numbing complexity of many college texts.
Each chapter presents easy-to-follow descriptions, along with graphics, formulas, solved examples, and hands-on exercises. If you want to perform common statistical analyses and learn a wide range of techniques without getting in over your head, this is your book.
- Learn basic concepts of measurement and probability theory, data management, and research design
- Discover basic statistical procedures, including correlation, the t-test, the chi-square and Fisher’s exact tests, and techniques for analyzing nonparametric data
- Learn advanced techniques based on the general linear model, including ANOVA, ANCOVA, multiple linear regression, and logistic regression
- Use and interpret statistics for business and quality improvement, medical and public health, and education and psychology
- Communicate with statistics and critique statistical information presented by others
- Preface
- Chapter 1: Basic Concepts of Measurement
- Chapter 2: Probability
- Chapter 3: Inferential Statistics
- Chapter 4: Descriptive Statistics and Graphic Displays
- Chapter 5: Categorical Data
- Chapter 6: The t-Test
- Chapter 7: The Pearson Correlation Coefficient
- Chapter 8: Introduction to Regression and ANOVA
- Chapter 9: Factorial ANOVA and ANCOVA
- Chapter 10: Multiple Linear Regression
- Chapter 11: Logistic, Multinomial, and Polynomial Regression