An Overview of Data Analysis and Interpretation in the Psychological Sciences

Product Details
Author(s): Joanne Ullman
ISBN: 9781684780242
Edition: 1
Copyright: 2022
Available Formats
Format: GRLContent (online access)

$95.00

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Overview of
An Overview of Data Analysis and Interpretation in the Psychological Sciences

Discovery

This course aims to provide an overview of the formulas and concepts of basic statistical analysis approaches used in the behavioral sciences. Furthermore, the practice exercises in this book will challenge and expose you to different ways of applying the concepts. 

 

This resource intends to provide step-by-step instructions on how to perform statistical computations. In addition, it is to serve as a guide or a reference as the course progresses from simple calculations to more advanced statistical techniques. By the end of the course, I hope that readers will better understand the reasoning behind many statistical approaches and can ultimately match a simple research design to appropriate statistical analysis.

 

The received exposure to diverse styles of statistical analysis instruction and more than ten years of teaching at the undergraduate level inspired me to create this material. I hope this primer on statistical analysis will serve as a foundation for students to learn more advanced statistical analysis techniques used in scientific journals.  For others, I hope that the material will help foster a greater appreciation for the rigor involved in conducting and drawing conclusions from empirical evidence.

Table of Contents

Chapter 1: Variables and Scores

Chapter 2: Summarizing Scores

Chapter 3: Normal Population Distributions

Chapter 4: How Are Hypotheses Are Tested?

Chapter 5: Hypothesis Testing Issues to Consider

Chapter 6: Inferential Statistics: t-Test versus z-Test

Chapter 7: Dependent Means t-test

Chapter 8: Independent Means t-Test

Chapter 9: Analysis of Variance

Chapter 10: Factorial ANOVA

Chapter 11: Correlations