Introduction to Quantitative Statistical Analyses

Focuses on statistical procedures commonly used in experimental and correlational research. Following an approach taken by Keppel and his associates, this text seeks to familiarize students with the statistical tests most often encountered in the literature. This text emphasizes both doing calculations by hand and using computer software such as SPSS.

Introduction to Quantitative Statistical Analyses is designed for beginning statistics courses that focus on statistical procedures commonly used in experimental and correlational research. Following an approach taken by Keppel and his associates, this text seeks to familiarize students with the statistical tests most often encountered in the literature. Doing calculations by hand is important for understanding statistical operations, while using computer software such as SPSS is important for statistical work that students may be involved with in the future. This text emphasizes both approaches, which helps students develop a deeper understanding of the application of statistical analyses.

This book explores some limitations of the null-hypothesis approach, which dominates traditional statistical analyses of psychology experiments. This is done by introducing procedures for estimating effect size and power, in addition to introducing confidence intervals as a more informative test of the difference between two means. Analytical comparisons are also detailed throughout the book to emphasize the importance of gaining as much information as possible from one’s data. Introduction to Quantitative Statistical Analyses delivers a representative and readable account of statistical procedures commonly described in journal articles. This is an ideal text for students preparing for advanced psychology classes and other social science courses that utilize readings with complex statistical analysis.