Main description:

Provides step-by-step tutorials with clinically relevant examples and data sets to allow the readers to be more interactive with the topics discussed within

Provides a relatable context to the examples provided within the text which helps make the topic more easily understood and manageable, thereby making the book popular more accessible to student readers

Includes case studies to demonstrate how the statistical test was used to answer a clinically relevant research question

Contents:

1. Introduction to Fundamental Concepts

2. Descriptive Statistics

3. The Normal Distribution

4. Probability and Statistical Inference

5. t-Tests

6. Introduction to Analysis of Variance

7. Factorial Analysis of Variance

8. Correlation

9. Simple Linear Regression

10. Multiple Regression

11. Logistic Regression

12. Non-Parametric Tests

13. Effect Sizes and Confidence Intervals

14. Sample Size Estimation

15. Analysis of Covariance

16. Multivariate Analysis of Variance