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Table of Contents
|PART ONE: GETTING STARTED WITH STATISTICAL ANALYSIS|
|How Do I Prepare Data for Statistical Analysis?|
|How Do I Examine Data Prior to Analysis?|
|PART TWO: THE LOGIC OF STATISTICAL ANALYSIS: ISSUES REGARDING THE NATURE OF STATISTICS AND STATISTICAL TESTS|
|Traditional Approaches to Statistical Analysis and the Logic of Statistical Inference|
|Rethinking Traditional Paradigms|
|Power, Effect Size and Hypothesis Testing Alternatives|
|What Are the Assumptions of Statistical Testing?|
|How Do I Select the Appropriate Statistical Test?|
|PART THREE: ISSUES RELATED TO VARIABLES AND THEIR DISTRIBUTIONS|
|How Do I Deal with Non-Normality, Missing Values and Outliers?|
|Types of Variables and Their Treatment in Statistical Analysis|
|PART FOUR: UNDERSTANDING THE BIG TWO: MAJOR QUESTIONS ABOUT ANALYSIS OF VARIANCE AND REGRESSION ANALYSIS|
|Questions about Analysis of Variance|
|Questions about Multiple Regression Analysis|
|The Bigger Picture|