Doctoral Statistics Demystified: Practical Methods for Dissertation Research Using JASP

Statistics does not have to be overwhelming. 

If you are a doctoral student preparing for dissertation research, you do not need more equations; you need clarity. You need to understand how research questions connect to statistical decisions, how to evaluate assumptions, and how to confidently explain your methods during your defense. 

Doctoral Statistics Demystified is a practical, applied guide written specifically for doctoral students in education, leadership, business, psychology, and the social sciences. Rather than overwhelming readers with dense theory or abstract mathematical proofs, this book focuses on what doctoral researchers actually need: 

• How to align research questions with the correct statistical test
• How to evaluate assumptions before interpreting results
• How to determine appropriate sample size using power analysis
• How to conduct analyses step-by-step using JASP
• How to report findings clearly in APA format
• How to defend statistical decisions with confidence

From t-tests and ANOVA to regression, logistic regression, reliability analysis, factor analysis, and structural equation modeling, each chapter includes: 

• Clear explanations in plain language
• Guided JASP walkthroughs
• Assumption-testing frameworks
• APA reporting examples
• Common doctoral mistakes to avoid
• Defense preparation questions

This book moves beyond "running statistics" and teaches you how to think statistically. It bridges the gap between statistical procedures and dissertation application, helping you move from anxiety to authority.

If you have ever said, "I'm just not good at statistics," this book was written for you.