Practical Statistics for Educators, Fifth Edition, is a clear and easy-to-follow text written specifically for education students in introductory statistics courses and in action research courses. It is also a valuable resource and guidebook for educational practitioners who wish to study their own settings. The book introduces educational students and practitioners to the use of statistics in education. Basic concepts in statistics are explained in a clear language. Examples taken from the field of education are presented to illustrate the various concepts, terms, and statistical tests that are discussed in the book. The use of formulas and equations is minimal and is only used to explain certain points; therefore, the book users are not required to do any computations. The topics of testing and test score interpretation, reliability, and validity are included in the book to help educators understand these topics that are essential for practitioners in education. Chapter previews and
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