Introduction to Quantitative Statistical Analyses

(Second Edition)
By William P. Wallace and Jill A. Yamashita
Paperback, 394 pages
ISBN: 978-1-63487-369-7 ©2016
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Introduction to Quantitative Statistical Analyses

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    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.

    William P. Wallace (Ph.D., Northwestern University) is emeritus professor of psychology at the University of Nevada, Reno where he has taught undergraduate and graduate statistics courses for over 30 years. His primary research interest involves experimental studies of human memory, which is the focus of the majority of the journal articles he has authored.
    Jill A. Yamashita (Ph.D., University of Nevada, Reno) is an associate professor at California State University, Monterey Bay and a cognitive psychologist with research interests and published journal articles in both false memory and face perception (the malleability of human memory and processes in face recognition and discrimination). For the past several years, her teaching responsibilities have included an advanced statistics course.