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Understanding Statistics in the Behavioral Sciences (Hardcover, New)
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Understanding Statistics in the Behavioral Sciences (Hardcover, New)
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Understanding Statistics in the Behavioral Sciences is designed to
help readers understand research reports, analyze data, and
familiarize themselves with the conceptual underpinnings of
statistical analyses used in behavioral science literature. The
authors review statistics in a straightforward way that is intended
to reduce anxiety for students who feel intimidated by statistics.
Conceptual underpinnings and practical applications are stressed,
whereas algebraic derivations and complex formulas are reduced.
throughout, which allows readers to focus more on the new
statistical concepts than on the details of different studies. The
authors' selection and organization of topics is slightly different
from the ordinary introductory textbook. It is motivated by the
needs of a behavioral science student, or someone in clinical
practice, rather than by the formal, mathematical properties of
statistical theory. testing is used in conjunction with various
statistical designs and tests to answer research questions. This
contrasts with the order found in most statistics texts, which
begin with descriptive statistics, probability, and other topics
before explaining hypothesis testing. In addition, this book treats
analysis of variance as another application of multiple regression.
With this integrated, unified approach, students simultaneously
learn about multiple regression and how to analyze data associated
with basic analysis of variance and covariance designs.
considerable more power, generality, and practical importance. This
integrated approach helps to simplify topics that often cause
confusion, such as degrees of freedom, repeated measures designs,
and the analysis of covariance. Understanding Statistics in the
Behavioral Sciences features helpful tools to aid learning:
*Computer-based exercises, many of which rely on spreadsheets, help
the reader perform statistical analyses and compare and verify the
results using either SPSS or SAS. These exercises also provide an
opportunity to explore definitional formulas by altering raw data
or terms within a formula and immediately see the consequences thus
providing a deeper understanding of the basic concepts. end-of-text
glossary to make them easier to find at review time. *Numerous
tables and graphs, including spreadsheet printouts and figures,
help students visualize the most critical concepts. This book is
intended as a basic or supplemental text in an introductory course
in behavioral science statistics. It is expected to appeal to
instructors who want a relatively brief text that students can
master in one semester. The book's active approach to learning
statistics, works well both in the classroom and for individual
self-study. Understanding Statistics in the Behavioral Sciences
reflects the comments of the students at Georgia State University
who used and tested it over several semesters.
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